{"id":110402,"date":"2024-03-21T09:16:38","date_gmt":"2024-03-21T09:16:38","guid":{"rendered":"https:\/\/www.harnham.com\/?page_id=110402"},"modified":"2024-09-04T16:29:14","modified_gmt":"2024-09-04T16:29:14","slug":"ml-deployment","status":"publish","type":"page","link":"https:\/\/www.harnham.com\/data-science-ai-talent\/ml-deployment\/","title":{"rendered":"Machine Learning Deployment Jobs &#038; Recruitment"},"content":{"rendered":"\n\n\t\t\t\tOUR EXPERTISE\n\t\t\t\t\t\t\tOUR EXPERTISE\n\t\t\t\t<p>ML DEPLOYMENT<br \/><strong>TALENT SOLUTIONS<\/strong><\/p>\n<p>Our recruitment expertise is specifically tailored for Machine Learning Deployment jobs, recognizing the critical importance of these positions in the successful operationalization of machine learning models. We focus on sourcing professionals who are skilled in navigating the complexities of deploying ML models efficiently and effectively in production environments.<\/p>\n<p>Leveraging our global presence, Harnham has access to a diverse and extensive machine learning and data talent pool, enabling us to find data candidates with the specific skill sets required for Machine learning Deployment jobs. Our local market insights across key regions ensure that we provide candidates who not only meet the technical qualifications but also align with your company&#8217;s cultural and operational dynamics.<\/p>\n\t<br \/><br \/><br \/><br \/><br \/><br \/><br \/><br \/><br \/>\n\t\t\n\t\t\t<a href=\"\/contact-page\/\" target=\"_self\" rel=\"noopener\">\n\t\t\t\t\t\t\tTALK TO US\n\t\t\t<\/a>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/04\/pexels-google-deepmind-18069157-modified-1-1.png\" alt=\"pexels-google-deepmind-18069157-modified (1)\" itemprop=\"image\" height=\"2560\" width=\"2560\" title=\"pexels-google-deepmind-18069157-modified (1)\" onerror=\"this.style.display='none'\"  \/>\n\t\t\t\t<a href=\"https:\/\/rockborne.com\/\" target=\"_blank\" rel=\"noopener\" itemprop=\"url\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2023\/10\/Attact-Train-deploy.png\" alt=\"Attact-Train-deploy\" itemprop=\"image\" height=\"465\" width=\"1086\" title=\"Attact-Train-deploy\" onerror=\"this.style.display='none'\"  \/>\n\t\t\t\t<\/a>\n\t\t\t\t<a href=\"https:\/\/www.harnham.com\/contract-freelance-data\/\" target=\"_blank\" rel=\"noopener\" itemprop=\"url\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2023\/10\/Contract-Services.png\" alt=\"Contract-Services\" itemprop=\"image\" height=\"467\" width=\"1086\" title=\"Contract-Services\" onerror=\"this.style.display='none'\"  \/>\n\t\t\t\t<\/a>\n\t\t\t\t<a href=\"https:\/\/www.harnham.com\/data-analytics-recruitment-and-staffing\/\" target=\"_blank\" rel=\"noopener\" itemprop=\"url\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2023\/10\/Full-time-services.png\" alt=\"Full-time-services\" itemprop=\"image\" height=\"467\" width=\"1086\" title=\"Full-time-services\" onerror=\"this.style.display='none'\"  \/>\n\t\t\t\t<\/a>\n\t\t\t\t<a href=\"https:\/\/www.harnham.com\/data-executive-search\/\" target=\"_blank\" rel=\"noopener\" itemprop=\"url\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2023\/10\/Executive-search-services.png\" alt=\"Executive-search-services\" itemprop=\"image\" height=\"466\" width=\"1086\" title=\"Executive-search-services\" onerror=\"this.style.display='none'\"  \/>\n\t\t\t\t<\/a>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/04\/Harnham-overhead-office-pic-modified-1.png\" alt=\"Harnham overhead office pic-modified (1)\" itemprop=\"image\" height=\"1080\" width=\"1080\" title=\"Harnham overhead office pic-modified (1)\" onerror=\"this.style.display='none'\"  \/>\n\t\t\t\tWHY HARNHAM?\n\t\t\t\t\t\t\tWHY HARNHAM?\n\t\t\t\t<p>WHY<br \/><strong>HARNHAM?<\/strong><\/p>\n<p>Our deep-rooted experience in data recruitment positions us as the go-to authority in sourcing talent for ML Deployment roles, ensuring we connect you with candidates capable of transforming your machine learning initiatives into successful, scalable solutions.<\/p>\n<p>We prioritize a deep understanding of your organization&#8217;s unique ML Deployment needs, enabling us to deliver precisely matched talent solutions, aligned with your specific technical and strategic requirements.<\/p>\n<p>Harnham&#8217;s team of hundreds of recruitment specialists across key global locations brings unparalleled staffing solutions, tailored to the specific needs of your organization, irrespective of the industry.<\/p>\n\t\t\t\tOUR SERVICES\n\t\t\t\t\t\t\tOUR SERVICES\n\t\t\t\t<p>OUR<br \/><strong>SERVICES<\/strong><\/p>\n<ul>\n<li>Permanent Recruitment: We identify long-term talent for your ML Deployment team, focusing on professionals who can integrate and grow with your organizational goals.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<ul>\n<li>Contract Recruitment: Our contract recruitment services provide the agility to meet your immediate ML Deployment needs with highly skilled temporary professionals.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<ul>\n<li>Customized Talent Consulting: We offer bespoke talent consulting services, including talent mapping, market analysis, and strategic workforce planning, to optimize your recruitment strategy and build a robust ML Deployment team.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p>Contact us today to discover how our specialized services can help you build a high-performing ML Deployment team and drive your organization&#8217;s success in the machine learning domain.<\/p>\n\t\t\n\t\t\t<a href=\"\/contact-page\/\" target=\"_self\" rel=\"noopener\">\n\t\t\t\t\t\t\tTALK TO US\n\t\t\t<\/a>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2023\/02\/HarnhamRecruitmentRookies.png\" alt=\"HarnhamRecruitmentRookies\" itemprop=\"image\" height=\"935\" width=\"1086\" title=\"HarnhamRecruitmentRookies\" onerror=\"this.style.display='none'\"  \/>\n<h6>\n\t\tJOBS\n\t<\/h6>\n<h1>\n\t\tLATEST mL deployment<br \/><strong> JOBS<\/strong>\n\t<\/h1>\n\t<p>Harnham are a specialist Data &amp; AI recruitment business with teams that only focus on niche areas.<\/p>\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/151966\" content=\"Data Scientist\" \/><meta itemprop=\"datePublished\" content=\"2024-09-02\" \/><meta itemprop=\"dateModified\" content=\"2024-09-04\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/\" \/><meta itemprop=\"name\" content=\"\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png\" \/><meta itemprop=\"width\" content=\"1200\" \/><meta itemprop=\"height\" content=\"627\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<!--<a href='https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-data-scientist-manchester-greater-manchester\/' title='Data Scientist'><img width=\"1024\" height=\"535\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-300x157.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-768x401.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>-->\n<!--\t<img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Harnham_Tablet.svg\" alt=\"\"\/>-->\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2022\/10\/Group-1289.png\" alt=\"\" width=\"58\" height=\"58\"\/>\n<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-data-scientist-manchester-greater-manchester\/\"><h3>Data Scientist\n        <\/h3><\/a>\n    \t  \n    \t    Manchester\n    \t    \n    \t\u00a365000 &#8211; \u00a375000\n    \t    <!---->\n    \t    \n    \t + \n    \t    Data Science &amp; AI\n    \t\n    \t Permanent <br \/>\n    \t Manchester, Greater Manchester\n    \t<h4><strong><a id=\"myCustomID\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n<p><strong>Data Scientist<\/strong><\/p>\n<p><strong>Salary:<\/strong> \u00a375,000 + 10% bonus<\/p>\n<p><strong>Location:<\/strong> Manchester &#8211; This position offers flexibility with options for remote work or based.<\/p>\n<p>Join a vibrant team of Data Scientists focused on developing high-impact machine learning models that drive commercial success and enhance customer experiences! You&#8217;ll primarily work on pricing and demand forecasting within the Entertainment industry.<\/p>\n<p><strong>ROLE AND RESPONSIBILITIES<\/strong><\/p>\n<ul>\n<li>Collaborate closely with the pricing team to design and develop models for pricing and demand forecasting.<\/li>\n<li>Be part of a top-tier team, handling the full lifecycle from model development to deployment.<\/li>\n<li>Engage with both technical and non-technical stakeholders, generating insights and reporting on key outcomes.<\/li>\n<li>Opportunity to make a tangible impact!<\/li>\n<\/ul>\n<p><strong>SKILLS AND EXPERIENCE<\/strong><\/p>\n<p><strong>Required:<\/strong><\/p>\n<ul>\n<li>Experience in Data Science with a focus on pricing or demand forecasting.<\/li>\n<li>4+ years of Data Science experience.<\/li>\n<li>Strong proficiency in Python and SQL.<\/li>\n<li>Excellent communication skills with a proven track record of stakeholder collaboration.<\/li>\n<li>Demonstrated impact and value in your CV.<\/li>\n<\/ul>\n<p><em>Please note: This role does not offer sponsorship.<\/em><\/p>\n<p><strong>Apply below by sending your CV to Daniel Abbasi via the apply link on this page!<\/strong><\/p>\n<p><img src=https:\/\/counter.adcourier.com\/ZGFuaWVsYWJiYXNpLjczMzUwLjEzMTk3QGhhcm5oYW1zZWFyY2guYXBsaXRyYWsuY29t.gif\/><\/p>\n<h4><strong><a id=\"otherId\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n    \t<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-data-scientist-manchester-greater-manchester\/\" target=\"_self\" role=\"button\" rel=\"noopener\">View Job\n\t\t\t\t\t\t\t<!--View Jobs-->\n\t\t\t<\/a>\n    \t<!--<a href=\"#\"><\/a>-->\n    \t<a href=\"mailto:?subject=Harnham Jobs&amp;body=https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-data-scientist-manchester-greater-manchester\/\"> <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/09\/Group-1144.svg\"\/><\/a>\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/152208\" content=\"Machine Learning Engineer\" \/><meta itemprop=\"datePublished\" content=\"2024-08-29\" \/><meta itemprop=\"dateModified\" content=\"2024-09-04\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/\" \/><meta itemprop=\"name\" content=\"\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png\" \/><meta itemprop=\"width\" content=\"1200\" \/><meta itemprop=\"height\" content=\"627\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<!--<a href='https:\/\/www.harnham.com\/job\/eb8cdd1a-d1d1-4f13-3bd8-08d5dc096ea6-machine-learning-engineer-new-york-3\/' title='Machine Learning Engineer'><img width=\"1024\" height=\"535\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-300x157.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-768x401.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>-->\n<!--\t<img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Harnham_Tablet.svg\" alt=\"\"\/>-->\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2022\/10\/Group-1289.png\" alt=\"\" width=\"58\" height=\"58\"\/>\n<a href=\"https:\/\/www.harnham.com\/job\/eb8cdd1a-d1d1-4f13-3bd8-08d5dc096ea6-machine-learning-engineer-new-york-3\/\"><h3>Machine Learning Engineer\n        <\/h3><\/a>\n    \t  \n    \t    New York\n    \t    \n    \t$195000 &#8211; $210000\n    \t    <!---->\n    \t    \n    \t + \n    \t    Data Science &amp; AI\n    \t\n    \t Permanent <br \/>\n    \t New York\n    \t<h4><strong><a id=\"myCustomID\" href=\"https:\/\/www.harnham.com\/job\/EB8CDD1A-D1D1-4F13-3BD8-08D5DC096EA6\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n<p>MACHINE LEARNING ENGINEER <\/p>\n<p>$195,000 &#8211; 205,000 ANNUALLY + BONUS <\/p>\n<p>NEW YORK, NY <\/p>\n<p>HYBRID \/ REMOTE<\/p>\n\n<p>Are you looking to play an instrumental role in an established, well-known firm within the AdTech space? Looking to play a crucial role in a growing Machine Learning team? Are you excited to deploy models that solve complex problems and drive usable insights? This role is for you! <\/p>\n\n<p><strong>THE COMPANY<\/strong> <\/p>\n<p>Our client is a global technology company with software and services that help top digital marketplaces effectively monetize their first-party audiences through industry-leading commerce media technology and strategy. Their platforms utilize first-party data to drive marketplace revenue and profit by improving user experience and targeting shoppers throughout the purchase path. This client&#8217;s technology enables any advertiser and any marketplace, in any industry, to generate demand, drive revenue, and increase overall visibility. <\/p>\n\n<p><strong>THE ROLE<\/strong> <\/p>\n<p>Our client is looking for an ML Engineer with extensive real-time bidding and AdTech experience to join their growing Machine Learning team. Responsibilities will include:  <\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-listid=\"1\" data-font=\"Symbol\" data-aria-posinset=\"1\" data-aria-level=\"1\">Designing, developing, and implementing machine learning models and algorithms to solve complex problems across various domains including recommendation systems, natural language processing, and predictive analytics. <\/li>\n<\/ul>\n<ul>\n<li data-aria-level=\"1\" data-aria-posinset=\"2\" data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-listid=\"1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\">Deploying machine learning models into production environments, and collaborating with software engineering teams to ensure scalability, reliability, and maintainability. <\/li>\n<\/ul>\n<ul>\n<li data-font=\"Symbol\" data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-listid=\"1\" data-leveltext=\"\uf0b7\" data-aria-posinset=\"3\" data-aria-level=\"1\">Monitoring model performance and behavior in production, proactively identifying and addressing issues to maintain optimal performance and accuracy. <\/li>\n<\/ul>\n<ul>\n<li data-aria-level=\"1\" data-aria-posinset=\"4\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-leveltext=\"\uf0b7\">Documenting methodologies, processes, and findings, sharing insights and best practices with the broader team to foster knowledge sharing and collaboration. <\/li>\n<\/ul>\n<ul>\n<li data-font=\"Symbol\" data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-listid=\"1\" data-leveltext=\"\uf0b7\" data-aria-posinset=\"5\" data-aria-level=\"1\">Collaborating with stakeholders to understand business goals and objectives, communicating findings and recommendations to drive strategic decision-making and business impact. <\/li>\n<\/ul>\n<p><strong>WHO YOU ARE<\/strong> <\/p>\n<ul>\n<li data-aria-posinset=\"1\" data-aria-level=\"1\" data-font=\"Symbol\" data-leveltext=\"\uf0b7\" data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-listid=\"2\">You can effectively develop and deploy machine learning models that solve complex problems and drive actionable insights <\/li>\n<\/ul>\n<ul>\n<li data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-leveltext=\"\uf0b7\" data-listid=\"2\" data-font=\"Symbol\" data-aria-posinset=\"2\" data-aria-level=\"1\">You have extensive experience developing and debugging in Python, GoLang, and Perl, as well as some knowledge of TensorFlow and model deployment tools like Airflow, Databricks, AWS, and Docker. <\/li>\n<\/ul>\n<ul>\n<li data-font=\"Symbol\" data-leveltext=\"\uf0b7\" data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-listid=\"2\" data-aria-posinset=\"3\" data-aria-level=\"1\">You have extensive experience in the AdTech\/Ad auctioning space <\/li>\n<\/ul>\n<ul>\n<li data-aria-level=\"1\" data-aria-posinset=\"4\" data-font=\"Symbol\" data-leveltext=\"\uf0b7\" data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-listid=\"2\">You have experience in mode-based modeling <\/li>\n<\/ul>\n<ul>\n<li data-aria-posinset=\"5\" data-aria-level=\"1\" data-font=\"Symbol\" data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-listid=\"2\" data-leveltext=\"\uf0b7\">You have excellent problem-solving and communication skills and are comfortable working directly with stakeholders to understand required product enhancements. <\/li>\n<\/ul>\n<ul>\n<li data-aria-posinset=\"6\" data-aria-level=\"1\" data-listid=\"2\" data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\">Background in statistics and\/or mathematics is highly preferred <\/li>\n<\/ul>\n<ul>\n<li data-listid=\"2\" data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-aria-level=\"1\" data-aria-posinset=\"7\">You are willing to travel 4x per year to meet with different teams across the country <\/li>\n<\/ul>\n<p><strong>WHAT WE OFFER<\/strong> <\/p>\n<ul>\n<li data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-leveltext=\"\uf0b7\" data-listid=\"3\" data-font=\"Symbol\" data-aria-posinset=\"1\" data-aria-level=\"1\">Highly competitive compensation and benefits package, including 401k, health, dental, and vision <\/li>\n<\/ul>\n<ul>\n<li data-aria-level=\"1\" data-aria-posinset=\"2\" data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-leveltext=\"\uf0b7\" data-listid=\"3\" data-font=\"Symbol\">$195,000 &#8211; 210,000 annually, plus 5-10% bonus based on company and personal performance <\/li>\n<\/ul>\n<ul>\n<li data-aria-level=\"1\" data-aria-posinset=\"3\" data-font=\"Symbol\" data-leveltext=\"\uf0b7\" data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-listid=\"3\">Flexible scheduling across multiple time zones, if needed <\/li>\n<\/ul>\n<ul>\n<li data-aria-level=\"1\" data-aria-posinset=\"4\" data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-listid=\"3\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\">The chance to work in a well-established firm utilizing revolutionary technology in the Advertising Technology space <\/li>\n<\/ul>\n<ul>\n<li data-aria-posinset=\"5\" data-aria-level=\"1\" data-leveltext=\"\uf0b7\" data-list-defn-props=\"{\"335552541\":1,\"335559683\":0,\"335559684\":-2,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-listid=\"3\" data-font=\"Symbol\">The ability to make a direct impact on a rapidly growing ML engineering team <\/li>\n<\/ul>\n<p><strong>HOW TO APPLY<\/strong> <\/p>\n<p>Please register your interest by sending your CV to Jack Wolf via the application link on this page. <\/p>\n<p><img src=https:\/\/counter.adcourier.com\/SmFja1dvbGYuODYxMTAuMTMxOTdAaGFybmhhbXNlYXJjaC5hcGxpdHJhay5jb20.gif\/><\/p>\n<h4><strong><a id=\"otherId\" href=\"https:\/\/www.harnham.com\/job\/EB8CDD1A-D1D1-4F13-3BD8-08D5DC096EA6\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n    \t<a href=\"https:\/\/www.harnham.com\/job\/eb8cdd1a-d1d1-4f13-3bd8-08d5dc096ea6-machine-learning-engineer-new-york-3\/\" target=\"_self\" role=\"button\" rel=\"noopener\">View Job\n\t\t\t\t\t\t\t<!--View Jobs-->\n\t\t\t<\/a>\n    \t<!--<a href=\"#\"><\/a>-->\n    \t<a href=\"mailto:?subject=Harnham Jobs&amp;body=https:\/\/www.harnham.com\/job\/eb8cdd1a-d1d1-4f13-3bd8-08d5dc096ea6-machine-learning-engineer-new-york-3\/\"> <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/09\/Group-1144.svg\"\/><\/a>\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/152032\" content=\"Manager, AI Architect\" \/><meta itemprop=\"datePublished\" content=\"2024-08-29\" \/><meta itemprop=\"dateModified\" content=\"2024-09-04\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/\" \/><meta itemprop=\"name\" content=\"\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png\" \/><meta itemprop=\"width\" content=\"1200\" \/><meta itemprop=\"height\" content=\"627\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<!--<a href='https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-manager-ai-architect-manchester-greater-manchester\/' title='Manager, AI Architect'><img width=\"1024\" height=\"535\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-300x157.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-768x401.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>-->\n<!--\t<img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Harnham_Tablet.svg\" alt=\"\"\/>-->\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2022\/10\/Group-1289.png\" alt=\"\" width=\"58\" height=\"58\"\/>\n<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-manager-ai-architect-manchester-greater-manchester\/\"><h3>Manager, AI Architect\n        <\/h3><\/a>\n    \t  \n    \t    Manchester\n    \t    \n    \t\u00a360000 &#8211; \u00a375000\n    \t    <!---->\n    \t    \n    \t + \n    \t    Data Science &amp; AI\n    \t\n    \t Permanent <br \/>\n    \t Manchester, Greater Manchester\n    \t<h4><strong><a id=\"myCustomID\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n<p><strong>Manager, AI Architect <\/strong><\/p>\n<p><strong>Salary:<\/strong> \u00a360,000- \u00a375,000 + 10% bonus<\/p>\n<p><strong>Location:<\/strong> Manchester, 3 days in office ideally <\/p>\n<p>Do you want to be at the heart of some of the biggest and most ambitious AI &amp; Data projects? Be part of a team that helps their client make intelligent, future-proof decisions in a world where change is the one constant. You&#8217;ll build trusted relationships with business stakeholders &#8211; and use the most exciting new technologies available &#8211; to create data-driven programmes that transform their organisations. Your advice will help clients position their organisations to succeed in an ever-evolving marketplace.<\/p>\n<p><strong>ROLE AND RESPONSIBILITIES<\/strong><\/p>\n<ul>\n<li>Translate the vision of senior client stakeholders and senior architects into the AI\/ML\/GenAI architectural strategy and implementation roadmap, ensuring alignment with strategic goals and digital transformation efforts.<\/li>\n<\/ul>\n<ul>\n<li>Collaborate with Enterprise, Application, Data &amp; DevOps Architects, Data Scientists, MLOps &amp; GenAI Engineers, and Business teams to pilot use cases and discuss architectural design.<\/li>\n<\/ul>\n<ul>\n<li>Select appropriate technologies from a pool of open-source and commercial offerings, considering deployment models and integration with existing tools.<\/li>\n<\/ul>\n<ul>\n<li>Support the successful execution and operational improvement of AI-powered applications using agile methodology.<\/li>\n<\/ul>\n<ul>\n<li>Develop and maintain contact with the relevant client stakeholders and contribute to proposal development.<\/li>\n<\/ul>\n<ul>\n<li>Develop the capability of our junior team members through on-the-job training and formal development programmes.<\/li>\n<\/ul>\n<p><strong>SKILLS AND EXPERIENCE<\/strong><\/p>\n<p><strong>Required:<\/strong><\/p>\n<ul>\n<li>Experience in architecture-related disciplines and a solid background in data science with a good understanding of concepts relevant to AI and ML<\/li>\n<\/ul>\n<ul>\n<li>Experience in implementing cloud-based AI and ML workloads across one or more CSPs or third-party vendor technologies.<\/li>\n<\/ul>\n<ul>\n<li>Experience in architecting scalable, performant &amp; cost-optimized AI\/ML solutions leveraging; serverless technologies, container \/ Kubernetes-based deployments, and GPU compute infrastructure.<\/li>\n<\/ul>\n<ul>\n<li>Working knowledge of generative AI and hands-on experience in deploying and hosting Large Foundational Models.<\/li>\n<\/ul>\n<ul>\n<li>Experience with LLM architecture<\/li>\n<\/ul>\n<ul>\n<li>Experience in writing high-quality code in Python.<\/li>\n<\/ul>\n<ul>\n<li>Ability to showcase senior stakeholder management skills and collaborate well with multidisciplinary teams.<\/li>\n<\/ul>\n<ul>\n<li>Ability to bring teams together and lead programs to ensure success through applying coaching, facilitation, and stakeholder management.<\/li>\n<\/ul>\n<p><em>Please note: This role does not offer sponsorship.<\/em><\/p>\n<p><strong>Apply below by sending your CV to Nilay Mukherjee via the apply link on this page!<\/strong><\/p>\n<p><img src=https:\/\/counter.adcourier.com\/TmlsYXlNdWtoZXJqZWUuNDAyNTkuMTMxOTdAaGFybmhhbXNlYXJjaC5hcGxpdHJhay5jb20.gif\/><\/p>\n<h4><strong><a id=\"otherId\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n    \t<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-manager-ai-architect-manchester-greater-manchester\/\" target=\"_self\" role=\"button\" rel=\"noopener\">View Job\n\t\t\t\t\t\t\t<!--View Jobs-->\n\t\t\t<\/a>\n    \t<!--<a href=\"#\"><\/a>-->\n    \t<a href=\"mailto:?subject=Harnham Jobs&amp;body=https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-manager-ai-architect-manchester-greater-manchester\/\"> <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/09\/Group-1144.svg\"\/><\/a>\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/151677\" content=\"Data Scientist\" \/><meta itemprop=\"datePublished\" content=\"2024-08-29\" \/><meta itemprop=\"dateModified\" content=\"2024-09-04\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/\" \/><meta itemprop=\"name\" content=\"\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png\" \/><meta itemprop=\"width\" content=\"1200\" \/><meta itemprop=\"height\" content=\"627\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<!--<a href='https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-data-scientist-brighton-east-sussex\/' title='Data Scientist'><img width=\"1024\" height=\"535\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-300x157.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-768x401.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>-->\n<!--\t<img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Harnham_Tablet.svg\" alt=\"\"\/>-->\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2022\/10\/Group-1289.png\" alt=\"\" width=\"58\" height=\"58\"\/>\n<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-data-scientist-brighton-east-sussex\/\"><h3>Data Scientist\n        <\/h3><\/a>\n    \t  \n    \t    Brighton\n    \t    \n    \t\u00a345000 &#8211; \u00a355000\n    \t    <!---->\n    \t    \n    \t + \n    \t    Data Science &amp; AI\n    \t\n    \t Permanent <br \/>\n    \t Brighton, East Sussex\n    \t<h4><strong><a id=\"myCustomID\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n<p><strong>Data Scientist<\/strong><\/p>\n<p><strong>Up to \u00a355,00<\/strong><\/p>\n<p><strong>Brighton (Hybrid, 2 days per week)<\/strong><\/p>\n<p><strong>Company:<\/strong><\/p>\n<p>This company is a second-hand marketplace and e-commerce platform where users can sell or trade pre-loved items.<\/p>\n<p><strong>Responsibilities:<\/strong> <\/p>\n<ul>\n<li>Working closely within a team to understand, troubleshoot, and maintain the end-to-end across price optimisation and control best practices.<\/li>\n<li>Suggest techniques and deployment improvements.<\/li>\n<li>Maintain and enhance existing ML models, ensuring all models are deployed in production are monitored.<\/li>\n<li>Stay updated with the latest developments in ML\/AI, and related fields to keep the company at the forefront of technological advancements<\/li>\n<\/ul>\n<p><strong>Requirements:<\/strong><\/p>\n<ul>\n<li>MSc or PhD Degree in Computer Science, Artificial Intelligence, Mathematics, Statistics or related fields.<\/li>\n<li>Commercial experience working on pricing models<\/li>\n<li>Strong coding skills in Python and SQL<\/li>\n<li>Excellent communication skills<\/li>\n<\/ul>\n<p><strong>Interview process<\/strong><\/p>\n<ul>\n<li>Interview with the hiring manager<\/li>\n<li>Competency test with Python and SQL questions<\/li>\n<li>90 minute interview in the office <\/li>\n<\/ul>\n<p><strong>How to Apply:<\/strong><\/p>\n<p>Register your interest by sending your CV to Rosie O&#8217;Callaghan via the Apply link on this page.<\/p>\n<p><img src=https:\/\/counter.adcourier.com\/cm9zaWUuMDQyNjguMTMxOTdAaGFybmhhbXNlYXJjaC5hcGxpdHJhay5jb20.gif\/><\/p>\n<h4><strong><a id=\"otherId\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n    \t<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-data-scientist-brighton-east-sussex\/\" target=\"_self\" role=\"button\" rel=\"noopener\">View Job\n\t\t\t\t\t\t\t<!--View Jobs-->\n\t\t\t<\/a>\n    \t<!--<a href=\"#\"><\/a>-->\n    \t<a href=\"mailto:?subject=Harnham Jobs&amp;body=https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-data-scientist-brighton-east-sussex\/\"> <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/09\/Group-1144.svg\"\/><\/a>\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/152031\" content=\"Data Scientist\" \/><meta itemprop=\"datePublished\" content=\"2024-08-23\" \/><meta itemprop=\"dateModified\" content=\"2024-09-04\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/\" \/><meta itemprop=\"name\" content=\"\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png\" \/><meta itemprop=\"width\" content=\"1200\" \/><meta itemprop=\"height\" content=\"627\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<!--<a href='https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-data-scientist-manchester-greater-manchester-2\/' title='Data Scientist'><img width=\"1024\" height=\"535\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-300x157.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-768x401.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>-->\n<!--\t<img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Harnham_Tablet.svg\" alt=\"\"\/>-->\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2022\/10\/Group-1289.png\" alt=\"\" width=\"58\" height=\"58\"\/>\n<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-data-scientist-manchester-greater-manchester-2\/\"><h3>Data Scientist\n        <\/h3><\/a>\n    \t  \n    \t    Manchester\n    \t    \n    \t\u00a365000 &#8211; \u00a375000\n    \t    <!---->\n    \t    \n    \t + \n    \t    Data Science &amp; AI\n    \t\n    \t Permanent <br \/>\n    \t Manchester, Greater Manchester\n    \t<h4><strong><a id=\"myCustomID\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n<p><strong>Data Scientist<\/strong><\/p>\n<p><strong>Salary:<\/strong> \u00a375,000 + 10% bonus, 25 days plus bank holidays<\/p>\n<p><strong>Location:<\/strong> Mostly remote, with flexibility to go in the office once every 2 weeks<\/p>\n<p>Be part of an exciting and talented team of Data Scientists focused on developing high-impact machine learning models that drive commercial success and enhance customer experiences! Get the opportunity to work for a leading business in the Entertainment Industry, primarily working on pricing and demand forecasting.<\/p>\n<p><strong>ROLE AND RESPONSIBILITIES<\/strong><\/p>\n<ul>\n<li>Collaborate closely with the pricing team to design and develop models for pricing and demand forecasting.<\/li>\n<li>Join a highly skilled team, undergoing the full lifecycle ranging from model development all the way to deployment.<\/li>\n<li>Interact with both technical and non-technical stakeholders, generating insights and reporting on key decisions. The opportunity to communicate with a diverse group of people.<\/li>\n<li>Given the opportunity to make a significant impact.<\/li>\n<\/ul>\n<p><strong>SKILLS AND EXPERIENCE<\/strong><\/p>\n<p><strong>Required:<\/strong><\/p>\n<ul>\n<li>Experienced in Data Science with specialisation in pricing or demand forecasting.<\/li>\n<li>4+ years of Data Science experience.<\/li>\n<li>Highly skilled in Python and SQL.<\/li>\n<li>Strong problem-solving skills and can work on tight deadlines<\/li>\n<li>Excellent communication skills with experience in stakeholder collaboration. Ability to interact with different groups of people<\/li>\n<li>Demonstrated and focused on their impact and adding value in businesses.<\/li>\n<\/ul>\n<p><em>Please note: This role does not offer sponsorship.<\/em><\/p>\n<p><strong>Apply below by sending your CV to Nilay Mukherjee via the apply link on this page!<\/strong><\/p>\n<p><\/p>\n<p><img src=https:\/\/counter.adcourier.com\/TmlsYXlNdWtoZXJqZWUuMzYyNjMuMTMxOTdAaGFybmhhbXNlYXJjaC5hcGxpdHJhay5jb20.gif\/><\/p>\n<h4><strong><a id=\"otherId\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n    \t<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-data-scientist-manchester-greater-manchester-2\/\" target=\"_self\" role=\"button\" rel=\"noopener\">View Job\n\t\t\t\t\t\t\t<!--View Jobs-->\n\t\t\t<\/a>\n    \t<!--<a href=\"#\"><\/a>-->\n    \t<a href=\"mailto:?subject=Harnham Jobs&amp;body=https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-data-scientist-manchester-greater-manchester-2\/\"> <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/09\/Group-1144.svg\"\/><\/a>\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/151995\" content=\"Data Architect\" \/><meta itemprop=\"datePublished\" content=\"2024-08-22\" \/><meta itemprop=\"dateModified\" content=\"2024-09-04\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/\" \/><meta itemprop=\"name\" content=\"\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png\" \/><meta itemprop=\"width\" content=\"1200\" \/><meta itemprop=\"height\" content=\"627\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<!--<a href='https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-data-architect-manchester-greater-manchester\/' title='Data Architect'><img width=\"1024\" height=\"535\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-300x157.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-768x401.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>-->\n<!--\t<img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Harnham_Tablet.svg\" alt=\"\"\/>-->\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2022\/10\/Group-1289.png\" alt=\"\" width=\"58\" height=\"58\"\/>\n<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-data-architect-manchester-greater-manchester\/\"><h3>Data Architect\n        <\/h3><\/a>\n    \t  \n    \t    Manchester\n    \t    \n    \t\u00a370000 &#8211; \u00a380000\n    \t    <!---->\n    \t    \n    \t + \n    \t    Data Science &amp; AI\n    \t\n    \t Permanent <br \/>\n    \t Manchester, Greater Manchester\n    \t<h4><strong><a id=\"myCustomID\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n<p><strong>Data Architect<\/strong><\/p>\n<p>Up to \u00a380,000<\/p>\n<p>Remote (Occasional travel to Manchester)<\/p>\n\n<p><strong>Company:<\/strong><\/p>\n<p>This company is a global leader in finance and insurance. They are currently undergoing a huge data and digital transformation with AI at the forefront. You will work with a vast range of market leading, global clients who are navigating the generative AI space and taking AI to new heights.<\/p>\n\n<p><strong>Responsibilities:<\/strong><\/p>\n<ul>\n<li>Support clients and stakeholders with exceptional communication<\/li>\n<li>Develop and oversee data roadmaps<\/li>\n<li>Manage the architecture and design of transformational data solutions <\/li>\n<li>Implement scalable solutions<\/li>\n<li>Collaborate with teams across the business<\/li>\n<li>Manage and mentor junior members<\/li>\n<\/ul>\n<p><strong>Requirements:<\/strong><\/p>\n<ul>\n<li>Solid understanding of Data &amp; AI applications<\/li>\n<li>Experience working in an insurance company<\/li>\n<li>Experience in an architect role<\/li>\n<li>Experience implementing cloud-based AI\/ML concepts<\/li>\n<li>AWS, Azure, Snowflake, Google Cloud<\/li>\n<li>Hands on deployment with LLMs<\/li>\n<li>MSc or PhD Degree in Computer Science, Artificial Intelligence, Mathematics, Statistics or related fields.<\/li>\n<li>Tech stack in Python, SQL, Docker, Kubernetes and CKA<\/li>\n<li>Understanding of data science workflows and machine learning frameworks e.g. TensorFlow\/PyTorch<\/li>\n<li>Excellent problem-solving and communication skills<\/li>\n<\/ul>\n<p>How to Apply:<\/p>\n<p>Register your interest by sending your CV to Libby Gunn via the Apply link on this page.<\/p>\n<p>Keywords:<\/p>\n<p>AI, Architecture, Solution Architecture, Data, Insurance<\/p>\n<p><img src=https:\/\/counter.adcourier.com\/TGliYnlHdW5uLjUzODA5LjEzMTk3QGhhcm5oYW1zZWFyY2guYXBsaXRyYWsuY29t.gif\/><\/p>\n<h4><strong><a id=\"otherId\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n    \t<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-data-architect-manchester-greater-manchester\/\" target=\"_self\" role=\"button\" rel=\"noopener\">View Job\n\t\t\t\t\t\t\t<!--View Jobs-->\n\t\t\t<\/a>\n    \t<!--<a href=\"#\"><\/a>-->\n    \t<a href=\"mailto:?subject=Harnham Jobs&amp;body=https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-data-architect-manchester-greater-manchester\/\"> <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/09\/Group-1144.svg\"\/><\/a>\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/151997\" content=\"AI Data Architect\" \/><meta itemprop=\"datePublished\" content=\"2024-08-15\" \/><meta itemprop=\"dateModified\" content=\"2024-09-04\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/\" \/><meta itemprop=\"name\" content=\"\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png\" \/><meta itemprop=\"width\" content=\"1200\" \/><meta itemprop=\"height\" content=\"627\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<!--<a href='https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-ai-data-architect-manchester-greater-manchester\/' title='AI Data Architect'><img width=\"1024\" height=\"535\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-300x157.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-768x401.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>-->\n<!--\t<img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Harnham_Tablet.svg\" alt=\"\"\/>-->\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2022\/10\/Group-1289.png\" alt=\"\" width=\"58\" height=\"58\"\/>\n<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-ai-data-architect-manchester-greater-manchester\/\"><h3>AI Data Architect\n        <\/h3><\/a>\n    \t  \n    \t    Manchester\n    \t    \n    \t\u00a370000 &#8211; \u00a380000\n    \t    <!---->\n    \t    \n    \t + \n    \t    Data Science &amp; AI\n    \t\n    \t Permanent <br \/>\n    \t Manchester, Greater Manchester\n    \t<h4><strong><a id=\"myCustomID\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n<p>AI Data Architect<\/p>\n\n<p>Up to \u00a380,000<\/p>\n<p>Remote (Occasional travel to Manchester)<\/p>\n\n<p>Company:<\/p>\n<p>This company is a global leader in finance and insurance. They are currently undergoing a huge data and digital transformation with AI at the forefront. You will work with a vast range of market leading, global clients who are navigating the generative AI space and taking AI to new heights.<\/p>\n\n<p>Responsibilities:<\/p>\n<ul>\n<li>Develop the strategic and solution architecture<\/li>\n<li>Support clients and stakeholders with exceptional communication<\/li>\n<li>Develop and oversee roadmaps <\/li>\n<li>Implement scalable solutions<\/li>\n<li>Collaborate with teams across the business<\/li>\n<li>Manage and mentor junior members<\/li>\n<\/ul>\n<p>Requirements:<\/p>\n<ul>\n<li>Solid understanding of Data &amp; AI applications<\/li>\n<li>Experience working in an insurance company<\/li>\n<li>Experience in an architect role<\/li>\n<li>Experience implementing cloud-based AI\/ML concepts<\/li>\n<li>AWS, Azure, Snowflake, Google Cloud<\/li>\n<li>Hands on deployment with LLMs<\/li>\n<li>MSc or PhD Degree in Computer Science, Artificial Intelligence, Mathematics, Statistics or related fields.<\/li>\n<li>Tech stack in Python, SQL, Docker, Kubernetes and CKA<\/li>\n<li>Understanding of data science workflows and machine learning frameworks e.g. TensorFlow\/PyTorch<\/li>\n<li>Excellent problem-solving and communication skills<\/li>\n<\/ul>\n<p>How to Apply:<\/p>\n<p>Register your interest by sending your CV to Libby Gunn via the Apply link on this page.<\/p>\n<p>Keywords:<\/p>\n<p>AI, Architecture, Solution Architecture, Data, Insurance<\/p>\n<p><img src=https:\/\/counter.adcourier.com\/TGliYnlHdW5uLjcwNTk3LjEzMTk3QGhhcm5oYW1zZWFyY2guYXBsaXRyYWsuY29t.gif\/><\/p>\n<h4><strong><a id=\"otherId\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n    \t<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-ai-data-architect-manchester-greater-manchester\/\" target=\"_self\" role=\"button\" rel=\"noopener\">View Job\n\t\t\t\t\t\t\t<!--View Jobs-->\n\t\t\t<\/a>\n    \t<!--<a href=\"#\"><\/a>-->\n    \t<a href=\"mailto:?subject=Harnham Jobs&amp;body=https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-ai-data-architect-manchester-greater-manchester\/\"> <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/09\/Group-1144.svg\"\/><\/a>\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/151646\" content=\"MLOps\/DevOps Engineer\" \/><meta itemprop=\"datePublished\" content=\"2024-08-15\" \/><meta itemprop=\"dateModified\" content=\"2024-09-04\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/\" \/><meta itemprop=\"name\" content=\"\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png\" \/><meta itemprop=\"width\" content=\"1200\" \/><meta itemprop=\"height\" content=\"627\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<!--<a href='https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-mlops-devops-engineer-leicester-leicestershire\/' title='MLOps\/DevOps Engineer'><img width=\"1024\" height=\"535\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-300x157.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-768x401.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>-->\n<!--\t<img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Harnham_Tablet.svg\" alt=\"\"\/>-->\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2022\/10\/Group-1289.png\" alt=\"\" width=\"58\" height=\"58\"\/>\n<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-mlops-devops-engineer-leicester-leicestershire\/\"><h3>MLOps\/DevOps Engineer\n        <\/h3><\/a>\n    \t  \n    \t    Leicester\n    \t    \n    \t\u00a350000 &#8211; \u00a370000\n    \t    <!---->\n    \t    \n    \t + \n    \t    Data Science &amp; AI\n    \t\n    \t Permanent <br \/>\n    \t Leicester, Leicestershire\n    \t<h4><strong><a id=\"myCustomID\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n<p>MLOps\/DevOps Engineer<\/p>\n<p>Up to \u00a370,000<\/p>\n<p>South Leicester (Hybrid, 3 days per week)<\/p>\n\n<p>Company:<\/p>\n<p>This company is a leader in B2B and B2C e-commerce supply chain-driven company, providing equipment for professions and trades via their digital multichannel solutions.<\/p>\n\n<p>They are looking for a MLOPs Engineer operationalising machine learning to ensure seamless deployment on impactful projects.<\/p>\n\n\n<p>Responsibilities: <\/p>\n<ul type=\"disc\">\n<li>Deploy machine learning models and data pipelines to production environments<\/li>\n<li>Close collaboration with the Data Science team to design and implement scalable solutions<\/li>\n<li>Research and evaluate new technologies and best practices in DevOps\/MLOps presenting your insights with the team<\/li>\n<li>Monitor, identify, and resolve issues related to ML model performance, data pipelines, and infrastructure.<\/li>\n<\/ul>\n\n\n<p>Requirements:<\/p>\n<ul type=\"disc\">\n<li>MSc or PhD Degree in Computer Science, Artificial Intelligence, Mathematics, Statistics or related fields.<\/li>\n<li>Tech stack in Python, SQL, Docker, Kubernetes and CKA<\/li>\n<li>Understanding of data science workflows and machine learning frameworks e.g. TensorFlow\/PyTorch<\/li>\n<li>Excellent problem-solving and communication skills<\/li>\n<li>Experience of multiple cloud platforms e.g. AWS\/Azure<\/li>\n<\/ul>\n\n\n<p>How to Apply:<\/p>\n<p>Register your interest by sending your CV to Emily Burgess via the Apply link on this page.<\/p>\n\n\n<p>Keywords:<\/p>\n<p>MLOps, DevOps, Machine Learning, Data Science, Supply Chain, South Leicester<\/p>\n<p><img src=https:\/\/counter.adcourier.com\/RW1pbHlCdXJnZXNzLjgzNzU4LjEzMTk3QGhhcm5oYW1zZWFyY2guYXBsaXRyYWsuY29t.gif\/><\/p>\n<h4><strong><a id=\"otherId\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n    \t<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-mlops-devops-engineer-leicester-leicestershire\/\" target=\"_self\" role=\"button\" rel=\"noopener\">View Job\n\t\t\t\t\t\t\t<!--View Jobs-->\n\t\t\t<\/a>\n    \t<!--<a href=\"#\"><\/a>-->\n    \t<a href=\"mailto:?subject=Harnham Jobs&amp;body=https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-mlops-devops-engineer-leicester-leicestershire\/\"> <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/09\/Group-1144.svg\"\/><\/a>\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/151641\" content=\"MLOps Engineer\" \/><meta itemprop=\"datePublished\" content=\"2024-08-15\" \/><meta itemprop=\"dateModified\" content=\"2024-09-04\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/\" \/><meta itemprop=\"name\" content=\"\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png\" \/><meta itemprop=\"width\" content=\"1200\" \/><meta itemprop=\"height\" content=\"627\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<!--<a href='https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-mlops-engineer-leicester-leicestershire\/' title='MLOps Engineer'><img width=\"1024\" height=\"535\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-300x157.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-768x401.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>-->\n<!--\t<img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Harnham_Tablet.svg\" alt=\"\"\/>-->\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2022\/10\/Group-1289.png\" alt=\"\" width=\"58\" height=\"58\"\/>\n<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-mlops-engineer-leicester-leicestershire\/\"><h3>MLOps Engineer\n        <\/h3><\/a>\n    \t  \n    \t    Leicester\n    \t    \n    \t\u00a350000 &#8211; \u00a370000\n    \t    <!---->\n    \t    \n    \t + \n    \t    Data Science &amp; AI\n    \t\n    \t Permanent <br \/>\n    \t Leicester, Leicestershire\n    \t<h4><strong><a id=\"myCustomID\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n<p>MLOps Engineer<\/p>\n<p>Up to \u00a370,000<\/p>\n<p>South Leicester (Hybrid, 3 days per week)<\/p>\n\n<p>Company:<\/p>\n<p>This company is a leader in B2B and B2C e-commerce supply chain-driven company, providing equipment for professions and trades via their digital multichannel solutions.<\/p>\n\n<p>They are looking for a MLOPs Engineer operationalising machine learning to ensure seamless deployment on impactful projects.<\/p>\n\n\n<p>Responsibilities: <\/p>\n<ul type=\"disc\">\n<li>Deploy machine learning models and data pipelines to production environments<\/li>\n<li>Close collaboration with the Data Science team to design and implement scalable solutions<\/li>\n<li>Research and evaluate new technologies and best practices in DevOps\/MLOps presenting your insights with the team<\/li>\n<li>Monitor, identify, and resolve issues related to ML model performance, data pipelines, and infrastructure.<\/li>\n<\/ul>\n\n\n<p>Requirements:<\/p>\n<ul type=\"disc\">\n<li>MSc or PhD Degree in Computer Science, Artificial Intelligence, Mathematics, Statistics or related fields.<\/li>\n<li>Tech stack in Python, SQL, Docker, Kubernetes and CKA<\/li>\n<li>Understanding of data science workflows and machine learning frameworks e.g. TensorFlow\/PyTorch<\/li>\n<li>Excellent problem-solving and communication skills<\/li>\n<li>Experience of multiple cloud platforms e.g. AWS\/Azure<\/li>\n<\/ul>\n\n\n<p>How to Apply:<\/p>\n<p>Register your interest by sending your CV to Emily Burgess via the Apply link on this page.<\/p>\n\n\n<p>Keywords:<\/p>\n<p>MLOps, DevOps, Machine Learning, Data Science, Supply Chain, South Leicester<\/p>\n<p><img src=https:\/\/counter.adcourier.com\/RW1pbHlCdXJnZXNzLjEwOTEzLjEzMTk3QGhhcm5oYW1zZWFyY2guYXBsaXRyYWsuY29t.gif\/><\/p>\n<h4><strong><a id=\"otherId\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n    \t<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-mlops-engineer-leicester-leicestershire\/\" target=\"_self\" role=\"button\" rel=\"noopener\">View Job\n\t\t\t\t\t\t\t<!--View Jobs-->\n\t\t\t<\/a>\n    \t<!--<a href=\"#\"><\/a>-->\n    \t<a href=\"mailto:?subject=Harnham Jobs&amp;body=https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-mlops-engineer-leicester-leicestershire\/\"> <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/09\/Group-1144.svg\"\/><\/a>\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/151962\" content=\"MLOps Engineer\" \/><meta itemprop=\"datePublished\" content=\"2024-08-14\" \/><meta itemprop=\"dateModified\" content=\"2024-09-04\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/\" \/><meta itemprop=\"name\" content=\"\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png\" \/><meta itemprop=\"width\" content=\"1200\" \/><meta itemprop=\"height\" content=\"627\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<!--<a href='https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-mlops-engineer-leicester-leicestershire-2\/' title='MLOps Engineer'><img width=\"1024\" height=\"535\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-300x157.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-768x401.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>-->\n<!--\t<img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Harnham_Tablet.svg\" alt=\"\"\/>-->\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2022\/10\/Group-1289.png\" alt=\"\" width=\"58\" height=\"58\"\/>\n<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-mlops-engineer-leicester-leicestershire-2\/\"><h3>MLOps Engineer\n        <\/h3><\/a>\n    \t  \n    \t    Leicester\n    \t    \n    \t\u00a355000 &#8211; \u00a365000\n    \t    <!---->\n    \t    \n    \t + \n    \t    Data Science &amp; AI\n    \t\n    \t Permanent <br \/>\n    \t Leicester, Leicestershire\n    \t<h4><strong><a id=\"myCustomID\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n<p><strong>MLOps Engineer<\/strong><br \/><strong>Salary<\/strong>: Up to \u00a365,000 + bonus\/benefits<br \/><strong>Location<\/strong>: Leicester (hybrid)<\/p>\n<p>Join a dynamic e-commerce and supply chain-focused company, where you&#8217;ll have the opportunity to deploy impactful models while working with the latest technologies.<\/p>\n<p><strong>Role Overview<\/strong>:<\/p>\n<p>As an MLOps Engineer, your key responsibilities will include:<\/p>\n<ul>\n<li>Deploying and productionising projects related to segmentation, churn, and recommender systems, as well as supporting supply chain initiatives for key stakeholders.<\/li>\n<li>Collaborating with a team of four, reporting to the Head of Engineering, and closely working with a broader Data Science team.<\/li>\n<li>Focusing on the full lifecycle of data pipelines, including training, evaluating, and deploying ML models on AWS\/Azure.<\/li>\n<li>Partnering with Data Scientists to provide guidance on best practices for ML and MLOps infrastructure.<\/li>\n<li>Coordinating with a dedicated DevOps team.<\/li>\n<\/ul>\n<p><strong>Your Skills and Experience<\/strong>:<\/p>\n<ul>\n<li>Solid understanding of DevOps Engineering.<\/li>\n<li>1+ years of hands-on MLOps experience.<\/li>\n<li>MSc or PhD in a STEM field.<\/li>\n<li>Strong expertise in data pipelines and ML model deployment.<\/li>\n<li>Proficiency with technologies such as Python, AWS, Docker, Azure, Kubernetes, MLFlow, etc.<\/li>\n<li>Sponsorship available for this role.<\/li>\n<\/ul>\n<p><strong>How to Apply<\/strong><\/p>\n<p>To register your interest, please send your CV to Daniel Abbasi via the apply link on this page.<\/p>\n<p><img src=https:\/\/counter.adcourier.com\/ZGFuaWVsYWJiYXNpLjc2MzY4LjEzMTk3QGhhcm5oYW1zZWFyY2guYXBsaXRyYWsuY29t.gif\/><\/p>\n<h4><strong><a id=\"otherId\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n    \t<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-mlops-engineer-leicester-leicestershire-2\/\" target=\"_self\" role=\"button\" rel=\"noopener\">View Job\n\t\t\t\t\t\t\t<!--View Jobs-->\n\t\t\t<\/a>\n    \t<!--<a href=\"#\"><\/a>-->\n    \t<a href=\"mailto:?subject=Harnham Jobs&amp;body=https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-mlops-engineer-leicester-leicestershire-2\/\"> <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/09\/Group-1144.svg\"\/><\/a>\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/152209\" content=\"Software Engineer &#8211; Machine Learning\" \/><meta itemprop=\"datePublished\" content=\"2024-08-09\" \/><meta itemprop=\"dateModified\" content=\"2024-09-04\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/\" \/><meta itemprop=\"name\" content=\"\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png\" \/><meta itemprop=\"width\" content=\"1200\" \/><meta itemprop=\"height\" content=\"627\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<!--<a href='https:\/\/www.harnham.com\/job\/eb8cdd1a-d1d1-4f13-3bd8-08d5dc096ea6-software-engineer-machine-learning-washington-district-of-columbia\/' title='Software Engineer &#8211; Machine Learning'><img width=\"1024\" height=\"535\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-300x157.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-768x401.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>-->\n<!--\t<img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Harnham_Tablet.svg\" alt=\"\"\/>-->\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2022\/10\/Group-1289.png\" alt=\"\" width=\"58\" height=\"58\"\/>\n<a href=\"https:\/\/www.harnham.com\/job\/eb8cdd1a-d1d1-4f13-3bd8-08d5dc096ea6-software-engineer-machine-learning-washington-district-of-columbia\/\"><h3>Software Engineer &#8211; Machine Learning\n        <\/h3><\/a>\n    \t  \n    \t    Washington\n    \t    \n    \t$160000 &#8211; $180000\n    \t    <!---->\n    \t    \n    \t + \n    \t    Data Science &amp; AI\n    \t\n    \t Permanent <br \/>\n    \t Washington, District of Columbia\n    \t<h4><strong><a id=\"myCustomID\" href=\"https:\/\/www.harnham.com\/job\/EB8CDD1A-D1D1-4F13-3BD8-08D5DC096EA6\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n<p><strong>Software Engineer &#8211; Machine Learning<\/strong><\/p>\n<p><strong>REMOTE<\/strong><\/p>\n<p><strong>$160,000-180,000 base salary + equity + benefits<\/strong><\/p>\n<p>Harnham is partnered with a cutting-edge startup in the DC area. They are looking for a software engineer with commercial experience building ML\/AI platforms. This person will sit in their Data Science team and work on problems across the business.<\/p>\n\n<p><strong>THE ROLE<\/strong><\/p>\n<ul>\n<li>You will own machine learning software engineering initiatives for deployment and maintenance of AI applications<\/li>\n<li>You will report directly into the Head of Machine Learning and work closely on technical direction<\/li>\n<li>Own development of new platforms and help advance existing systems for a variety of private and public customers<\/li>\n<li>You will implement and design code and build out software to production using various Python packages (pandas, plotly, streamlit)<\/li>\n<li>Work closely with internal and external stakeholders, acting as a thought leader<\/li>\n<\/ul>\n<p><strong>YOUR SKILLS AND EXPERIENCE<\/strong><\/p>\n<p><strong>The successful Software Engineer &#8211; Machine Learning will likely have the following skills and experience:<\/strong><\/p>\n<ul>\n<li><strong>MUST HAVE<\/strong> be a US Citizen<\/li>\n<li>Commercial experience using Python for software engineering &#8211; plotly, pandas, streamlit<\/li>\n<li>Commercial experience writing code for scaling machine learning platforms and applications<\/li>\n<li>Exposure to advanced machine learning approaches a plus, i.e. reinforcement learning and neural networks<\/li>\n<li>Prior experience leading projects is a plus<\/li>\n<li>History of partnering with non-technical stakeholders, ideally in government spaces<\/li>\n<li>Spark experience a plus; cloud experience in AWS<\/li>\n<li>Computer Science degree preferred<\/li>\n<\/ul>\n<p><strong>THE BENEFITS<\/strong><\/p>\n<p>A competitive base salary of $160,000-180,000 + benefits + equity<\/p>\n\n<p><strong>HOW TO APPLY<\/strong><\/p>\n<p>Please register your interest by sending your r\u00e9sum\u00e9 to Tim Jonas via the Apply link on this page.<\/p>\n\n<p><strong>KEYWORDS<\/strong><\/p>\n<p>Software Engineering | Application Development | Machine Learning | Data Science | Technology | Aviation | Cutting Edge | Artificial Intelligence | Aerospace | Stakeholder Management | Client Facing | Government | Federal | Startup<\/p>\n<p><img src=https:\/\/counter.adcourier.com\/dGltam9uYXMuMDQ2NDIuMTMxOTdAaGFybmhhbXNlYXJjaC5hcGxpdHJhay5jb20.gif\/><\/p>\n<h4><strong><a id=\"otherId\" href=\"https:\/\/www.harnham.com\/job\/EB8CDD1A-D1D1-4F13-3BD8-08D5DC096EA6\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n    \t<a href=\"https:\/\/www.harnham.com\/job\/eb8cdd1a-d1d1-4f13-3bd8-08d5dc096ea6-software-engineer-machine-learning-washington-district-of-columbia\/\" target=\"_self\" role=\"button\" rel=\"noopener\">View Job\n\t\t\t\t\t\t\t<!--View Jobs-->\n\t\t\t<\/a>\n    \t<!--<a href=\"#\"><\/a>-->\n    \t<a href=\"mailto:?subject=Harnham Jobs&amp;body=https:\/\/www.harnham.com\/job\/eb8cdd1a-d1d1-4f13-3bd8-08d5dc096ea6-software-engineer-machine-learning-washington-district-of-columbia\/\"> <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/09\/Group-1144.svg\"\/><\/a>\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/151651\" content=\"STAFF Machine Learning Engineer\" \/><meta itemprop=\"datePublished\" content=\"2024-08-02\" \/><meta itemprop=\"dateModified\" content=\"2024-09-04\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/\" \/><meta itemprop=\"name\" content=\"\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png\" \/><meta itemprop=\"width\" content=\"1200\" \/><meta itemprop=\"height\" content=\"627\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<!--<a href='https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-staff-machine-learning-engineer-dublin-2\/' title='STAFF Machine Learning Engineer'><img width=\"1024\" height=\"535\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-1024x535.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-300x157.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd-768x401.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/harnham-linkd.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>-->\n<!--\t<img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Harnham_Tablet.svg\" alt=\"\"\/>-->\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2022\/10\/Group-1289.png\" alt=\"\" width=\"58\" height=\"58\"\/>\n<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-staff-machine-learning-engineer-dublin-2\/\"><h3>STAFF Machine Learning Engineer\n        <\/h3><\/a>\n    \t  \n    \t    Dublin\n    \t    \n    \t\u20ac130000 &#8211; \u20ac180000\n    \t    <!---->\n    \t    \n    \t + \n    \t    Data Science &amp; AI\n    \t\n    \t Permanent <br \/>\n    \t Dublin\n    \t<h4><strong><a id=\"myCustomID\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n<p><strong>STAFF Machine Learning Engineer<\/strong><\/p>\n<p><strong>up to \u20ac180 000<\/strong><\/p>\n<p><strong>Dublin (Relocation Package Possible of \u20ac20,000)<\/strong><\/p>\n\n<p>NEW STAFF Machine Learning Engineer Opportunity Available with a Leading Organisation!<\/p>\n\n<p><strong>The Company:<\/strong><\/p>\n<p>Are you an expert in Machine Learning?<\/p>\n\n<p>We are on the lookout for a Machine Learning Engineer to join an ambitious team in Dublin.<\/p>\n<p>The objective of this company is to grow even more prominent in their industry through Data scientists\/Engineering and Machine Learning Ops&#8217; best practices and you will be working on Large Language Models and Deploying complex ML Models.<\/p>\n\n<p>You will also be tasked to lead large-scale products and technically lead ML\/Data professionals.<\/p>\n\n<p><strong>The Role:<\/strong><\/p>\n\n<p><strong>As a Machine Learning Engineer:<\/strong><\/p>\n\n<ul>\n<li>You will identify opportunities where machine learning can deliver value to customers.<\/li>\n<li>You will collaborate on framing product problems with the right machine-learning approach.<\/li>\n<li>You will work closely with teammates and stakeholders in Product and Design.<\/li>\n<li>You will work on LLM models regularly (Developing\/Deploying and Maintaining the models).<\/li>\n<li>Transition algorithms from offline prototypes to production-ready solutions.<\/li>\n<li>You will manage and improve our production ML infrastructure over time.<\/li>\n<li>Develop new data infrastructure to support exploration and innovation.<\/li>\n<li>Establish processes for large-scale data analysis, model development, validation, and deployment.<\/li>\n<li>Collaborate with teammates to evaluate and enhance algorithm performance.<\/li>\n<li>Partner closely with the team and other departments to develop outstanding ML products.<\/li>\n<\/ul>\n\n<p><strong>YOUR SKILLS AND EXPERIENCE:<\/strong><\/p>\n<ul>\n<li>You need to have a MSc or PhD level in STEM subject.<\/li>\n<li>You must have proven knowledge of the implementation of Machine Learning models\/LLM Models.<\/li>\n<li>MLOPs\/DevOps experience in CI\/CD.<\/li>\n<li>Experience using Tensorflow, Kubernetes, MLFlow, Kafka, and Airflow.<\/li>\n<li>Experience using Python is a must (tools like AWS and Spark are beneficial)<\/li>\n<li>Excellent communication skills and team and colleague engagement.<\/li>\n<li>Expertise in large-scale computation.<\/li>\n<li>Experience in a research environment.<\/li>\n<li>Experience in LLMs\/(Langchain).<\/li>\n<li>A keen interest in problem-solving and using scalable machine learning to solve the biggest data-related problems.<\/li>\n<\/ul>\n<p><strong>BENEFITS:<\/strong><\/p>\n<ul>\n<li>up to \u20ac180,000<\/li>\n<li>If you are not in Dublin you will be eligible for a Relocation Package of <strong>\u20ac20,000<\/strong><\/li>\n<li>Equity<\/li>\n<li>Free Lunch<\/li>\n<li>Hybrid work (2 days in the office)<\/li>\n<\/ul>\n<p><strong>How to Apply:<\/strong><\/p>\n<p>Please register your interest by sending your CV to Luc Simpson-Kent via the Apply link on this page.<\/p>\n\n<p><strong>Desired Skills and Experience<\/strong><\/p>\n<p>ML Engineering<\/p>\n<p><img src=https:\/\/counter.adcourier.com\/bHVjc2ltcHNvbmtlbnQuNDExODMuMTMxOTdAaGFybmhhbXNlYXJjaC5hcGxpdHJhay5jb20.gif\/><\/p>\n<h4><strong><a id=\"otherId\" href=\"https:\/\/www.harnham.com\/job\/E1AEB1DA-8723-4BA1-D23D-08D5948A7341\">To Apply for this Job Click Here<\/a><\/strong><\/h4>\n    \t<a href=\"https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-staff-machine-learning-engineer-dublin-2\/\" target=\"_self\" role=\"button\" rel=\"noopener\">View Job\n\t\t\t\t\t\t\t<!--View Jobs-->\n\t\t\t<\/a>\n    \t<!--<a href=\"#\"><\/a>-->\n    \t<a href=\"mailto:?subject=Harnham Jobs&amp;body=https:\/\/www.harnham.com\/job\/e1aeb1da-8723-4ba1-d23d-08d5948a7341-staff-machine-learning-engineer-dublin-2\/\"> <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/09\/Group-1144.svg\"\/><\/a>\n\t\t<!-- .pp-content-posts -->\n\t\t\n\t\t\t<a href=\"\/job-search\/\" target=\"_self\" rel=\"noopener\">\n\t\t\t\t\t\t\tVIEW ALL JOBS\n\t\t\t<\/a>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2023\/05\/Harnham22_DS_V03_0304-copy.png\" alt=\"Harnham22_DS_V03_0304-copy\" itemprop=\"image\" height=\"601\" width=\"872\" title=\"Harnham22_DS_V03_0304-copy\" onerror=\"this.style.display='none'\"  \/>\n<h6>\n\t\tCAN&#8217;T FIND THE RIGHT OPPORTUNITY?\n\t<\/h6>\n<h1>\n\t\tGET IN TOUCH<br \/> <strong>today<\/strong>\n\t<\/h1>\n\t<p>If you can&#8217;t see what you&#8217;re looking for right now, send us your CV anyway &#8211; we&#8217;re always getting fresh new roles through the door.<\/p>\n\t\t\n\t\t\t<a href=\"\/contact-page\/\" target=\"_self\" rel=\"noopener\">\n\t\t\t\t\t\t\tTALK TO US\n\t\t\t<\/a>\n<h6>\n\t\tIndustry Hub\n\t<\/h6>\n<h2>\n\t\tHARNHAM <br \/><strong> News &#038; Blog<\/strong>\n\t<\/h2>\n\t<p>With over 10 years experience working solely in the Data &amp; AI sector our consultants are able to offer detailed insights into the industry.<\/p>\n<p>Visit our <strong>Blogs &amp; News portal<\/strong> or check out our recent posts below.<\/p>\n\t\t\n\t\t\t<a href=\"\/industry-hub\/\" target=\"_self\" rel=\"noopener\">\n\t\t\t\t\t\t\tINDUSTRY HUB\n\t\t\t<\/a>\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/147142\" content=\"US Data and AI Salary Guide: Discover Data &#038; Tech Hiring Trends\" \/><meta itemprop=\"datePublished\" content=\"2024-08-07\" \/><meta itemprop=\"dateModified\" content=\"2024-09-03\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/matthew-harris\/\" \/><meta itemprop=\"name\" content=\"Matthew Harris\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/Untitled-1280-\u00d7-720-px-1.png\" \/><meta itemprop=\"width\" content=\"1280\" \/><meta itemprop=\"height\" content=\"720\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<a href='https:\/\/www.harnham.com\/introducing-harnhams-2024-us-data-and-ai-salary-guide\/' title='US Data and AI Salary Guide: Discover Data &#038; Tech Hiring Trends'><img width=\"1024\" height=\"576\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/Untitled-1280-\u00d7-720-px-1-1024x576.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/Untitled-1280-\u00d7-720-px-1-1024x576.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/Untitled-1280-\u00d7-720-px-1-300x169.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/Untitled-1280-\u00d7-720-px-1-768x432.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/Untitled-1280-\u00d7-720-px-1.png 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>\n\t\t<a href=\"https:\/\/www.harnham.com\/category\/salary-guide\/\" rel=\"tag\">Salary Guide<\/a>\n    <h3><a href='https:\/\/www.harnham.com\/introducing-harnhams-2024-us-data-and-ai-salary-guide\/' title='US Data and AI Salary Guide: Discover Data &#038; Tech Hiring Trends'>US Data and AI Salary Guide: Discover Data &#038; Tech Hiring Trends<\/a><\/h3>\n    \t<p>Harnham&#8217;s 2024 US Data &amp; AI Salary Guide is now live! Covering the latest salary benchmarks, hiring&#8230;<\/p>\n    \t<a href=\"https:\/\/www.harnham.com\/introducing-harnhams-2024-us-data-and-ai-salary-guide\/\">Full Article <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Icon-feather-arrow-left.svg\"\/><\/a>\n      4 min read\n     \u00b7 \n    August 7\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/147113\" content=\"Introducing Harnham's 2024 UK Data and AI Salary Guide\" \/><meta itemprop=\"datePublished\" content=\"2024-08-06\" \/><meta itemprop=\"dateModified\" content=\"2024-08-07\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/matthew-harris\/\" \/><meta itemprop=\"name\" content=\"Matthew Harris\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/Untitled-1280-\u00d7-720-px.png\" \/><meta itemprop=\"width\" content=\"1280\" \/><meta itemprop=\"height\" content=\"720\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<a href='https:\/\/www.harnham.com\/introducing-harnhams-2024-uk-data-and-ai-salary-guide\/' title='Introducing Harnham's 2024 UK Data and AI Salary Guide'><img width=\"1024\" height=\"576\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/Untitled-1280-\u00d7-720-px-1024x576.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/Untitled-1280-\u00d7-720-px-1024x576.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/Untitled-1280-\u00d7-720-px-300x169.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/Untitled-1280-\u00d7-720-px-768x432.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/Untitled-1280-\u00d7-720-px.png 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>\n\t\t<a href=\"https:\/\/www.harnham.com\/category\/salary-guide\/\" rel=\"tag\">Salary Guide<\/a>\n    <h3><a href='https:\/\/www.harnham.com\/introducing-harnhams-2024-uk-data-and-ai-salary-guide\/' title='Introducing Harnham's 2024 UK Data and AI Salary Guide'>Introducing Harnham&#8217;s 2024 UK Data and AI Salary Guide<\/a><\/h3>\n    \t<p>Harnham&#8217;s 2024 UK Data &amp; AI Salary Guide is now live! Featuring the latest salary data in&#8230;<\/p>\n    \t<a href=\"https:\/\/www.harnham.com\/introducing-harnhams-2024-uk-data-and-ai-salary-guide\/\">Full Article <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Icon-feather-arrow-left.svg\"\/><\/a>\n      3 min read\n     \u00b7 \n    August 6\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/140882\" content=\"Seasoned Chief Data Officer on Stakeholder Buy-In &#038; Data Literacy\" \/><meta itemprop=\"datePublished\" content=\"2024-07-15\" \/><meta itemprop=\"dateModified\" content=\"2024-07-31\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/matthew-harris\/\" \/><meta itemprop=\"name\" content=\"Matthew Harris\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/07\/light-pic-10.png\" \/><meta itemprop=\"width\" content=\"1280\" \/><meta itemprop=\"height\" content=\"720\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<a href='https:\/\/www.harnham.com\/seasoned-chief-data-officer-on-stakeholder-buy-in-and-improving-data-literacy\/' title='Seasoned Chief Data Officer on Stakeholder Buy-In &#038; Data Literacy'><img width=\"1024\" height=\"576\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/07\/light-pic-10-1024x576.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/07\/light-pic-10-1024x576.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/07\/light-pic-10-300x169.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/07\/light-pic-10-768x432.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/07\/light-pic-10.png 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>\n\t\t<a href=\"https:\/\/www.harnham.com\/category\/data\/\" rel=\"tag\">Data<\/a>\n    <h3><a href='https:\/\/www.harnham.com\/seasoned-chief-data-officer-on-stakeholder-buy-in-and-improving-data-literacy\/' title='Seasoned Chief Data Officer on Stakeholder Buy-In &#038; Data Literacy'>Seasoned Chief Data Officer on Stakeholder Buy-In &#038; Data Literacy<\/a><\/h3>\n    \t<p>As a Chief Data Officer, why is it important to gain stakeholder buy-in? And why can it&#8230;<\/p>\n    \t<a href=\"https:\/\/www.harnham.com\/seasoned-chief-data-officer-on-stakeholder-buy-in-and-improving-data-literacy\/\">Full Article <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Icon-feather-arrow-left.svg\"\/><\/a>\n      3 min read\n     \u00b7 \n    July 15\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/140804\" content=\"Microsoft Netherlands CDO on Challenges of Data Democratisation\" \/><meta itemprop=\"datePublished\" content=\"2024-07-10\" \/><meta itemprop=\"dateModified\" content=\"2024-07-30\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/matthew-harris\/\" \/><meta itemprop=\"name\" content=\"Matthew Harris\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/07\/light-pic-8.png\" \/><meta itemprop=\"width\" content=\"1280\" \/><meta itemprop=\"height\" content=\"720\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<a href='https:\/\/www.harnham.com\/microsoft-netherlands-cdo-on-challenges-of-data-democratisation\/' title='Microsoft Netherlands CDO on Challenges of Data Democratisation'><img width=\"1024\" height=\"576\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/07\/light-pic-8-1024x576.png\" alt=\"data democratisation\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/07\/light-pic-8-1024x576.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/07\/light-pic-8-300x169.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/07\/light-pic-8-768x432.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/07\/light-pic-8.png 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>\n\t\t<a href=\"https:\/\/www.harnham.com\/category\/data\/\" rel=\"tag\">Data<\/a>\n    <h3><a href='https:\/\/www.harnham.com\/microsoft-netherlands-cdo-on-challenges-of-data-democratisation\/' title='Microsoft Netherlands CDO on Challenges of Data Democratisation'>Microsoft Netherlands CDO on Challenges of Data Democratisation<\/a><\/h3>\n    \t<p>Data democratisation. The philosophy of making data accessible to all employees within an organisation &#8211; regardless of&#8230;<\/p>\n    \t<a href=\"https:\/\/www.harnham.com\/microsoft-netherlands-cdo-on-challenges-of-data-democratisation\/\">Full Article <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Icon-feather-arrow-left.svg\"\/><\/a>\n      3 min read\n     \u00b7 \n    July 10\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/133001\" content=\"Generative AI Could Lead to Massive Labour Disruptions, Says Report\" \/><meta itemprop=\"datePublished\" content=\"2024-06-19\" \/><meta itemprop=\"dateModified\" content=\"2024-06-19\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/matthew-harris\/\" \/><meta itemprop=\"name\" content=\"Matthew Harris\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/06\/light-pic-4.png\" \/><meta itemprop=\"width\" content=\"1280\" \/><meta itemprop=\"height\" content=\"720\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<a href='https:\/\/www.harnham.com\/generative-ai-could-lead-to-massive-labour-disruptions-says-report\/' title='Generative AI Could Lead to Massive Labour Disruptions, Says Report'><img width=\"1024\" height=\"576\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/06\/light-pic-4-1024x576.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/06\/light-pic-4-1024x576.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/06\/light-pic-4-300x169.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/06\/light-pic-4-768x432.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/06\/light-pic-4.png 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>\n\t\t<a href=\"https:\/\/www.harnham.com\/category\/artifical-intelligence\/\" rel=\"tag\">Artifical Intelligence<\/a>\n    <h3><a href='https:\/\/www.harnham.com\/generative-ai-could-lead-to-massive-labour-disruptions-says-report\/' title='Generative AI Could Lead to Massive Labour Disruptions, Says Report'>Generative AI Could Lead to Massive Labour Disruptions, Says Report<\/a><\/h3>\n    \t<p>Generative AI could lead to massive labour disruptions and rising inequality, according to a new report by&#8230;<\/p>\n    \t<a href=\"https:\/\/www.harnham.com\/generative-ai-could-lead-to-massive-labour-disruptions-says-report\/\">Full Article <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Icon-feather-arrow-left.svg\"\/><\/a>\n      2 min read\n     \u00b7 \n    June 19\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/126891\" content=\"Helping Neurodivergent Employees Succeed in Data Engineering\" \/><meta itemprop=\"datePublished\" content=\"2024-06-10\" \/><meta itemprop=\"dateModified\" content=\"2024-08-15\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/matthew-harris\/\" \/><meta itemprop=\"name\" content=\"Matthew Harris\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/06\/Rimberio-Channel-2.png\" \/><meta itemprop=\"width\" content=\"1280\" \/><meta itemprop=\"height\" content=\"720\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<a href='https:\/\/www.harnham.com\/helping-neurodivergent-employees-succeed-in-data-engineering\/' title='Helping Neurodivergent Employees Succeed in Data Engineering'><img width=\"1024\" height=\"576\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/06\/Rimberio-Channel-2-1024x576.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/06\/Rimberio-Channel-2-1024x576.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/06\/Rimberio-Channel-2-300x169.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/06\/Rimberio-Channel-2-768x432.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/06\/Rimberio-Channel-2.png 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>\n\t\t<a href=\"https:\/\/www.harnham.com\/category\/dei\/\" rel=\"tag\">DEI<\/a>\n    <h3><a href='https:\/\/www.harnham.com\/helping-neurodivergent-employees-succeed-in-data-engineering\/' title='Helping Neurodivergent Employees Succeed in Data Engineering'>Helping Neurodivergent Employees Succeed in Data Engineering<\/a><\/h3>\n    \t<p>By Riccardo Duberry Diversity has always been a subject close to my heart. During my university days,&#8230;<\/p>\n    \t<a href=\"https:\/\/www.harnham.com\/helping-neurodivergent-employees-succeed-in-data-engineering\/\">Full Article <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Icon-feather-arrow-left.svg\"\/><\/a>\n      7 min read\n     \u00b7 \n    June 10\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/122310\" content=\"EU Watchdog: Responsible AI Use and Its Advantages in Banking\" \/><meta itemprop=\"datePublished\" content=\"2024-05-30\" \/><meta itemprop=\"dateModified\" content=\"2024-06-27\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/matthew-harris\/\" \/><meta itemprop=\"name\" content=\"Matthew Harris\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/light-pic-1.png\" \/><meta itemprop=\"width\" content=\"1280\" \/><meta itemprop=\"height\" content=\"720\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<a href='https:\/\/www.harnham.com\/eu-watchdog-responsible-ai-use-and-its-advantages-in-banking\/' title='EU Watchdog: Responsible AI Use and Its Advantages in Banking'><img width=\"1024\" height=\"576\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/light-pic-1-1024x576.png\" alt=\"Banks Must Take Full Responsibility When Using AI\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/light-pic-1-1024x576.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/light-pic-1-300x169.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/light-pic-1-768x432.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/light-pic-1.png 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>\n\t\t<a href=\"https:\/\/www.harnham.com\/category\/risk-analytics\/\" rel=\"tag\">Risk Analytics<\/a>\n    <h3><a href='https:\/\/www.harnham.com\/eu-watchdog-responsible-ai-use-and-its-advantages-in-banking\/' title='EU Watchdog: Responsible AI Use and Its Advantages in Banking'>EU Watchdog: Responsible AI Use and Its Advantages in Banking<\/a><\/h3>\n    \t<p>Although we think of AI as something groundbreaking, AI&#8217;s role in the banking industry, as well as&#8230;<\/p>\n    \t<a href=\"https:\/\/www.harnham.com\/eu-watchdog-responsible-ai-use-and-its-advantages-in-banking\/\">Full Article <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Icon-feather-arrow-left.svg\"\/><\/a>\n      7 min read\n     \u00b7 \n    May 30\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/119756\" content=\"How to get a Contract Extension or Contract Renewal in AI\" \/><meta itemprop=\"datePublished\" content=\"2024-05-21\" \/><meta itemprop=\"dateModified\" content=\"2024-06-14\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/matthew-harris\/\" \/><meta itemprop=\"name\" content=\"Matthew Harris\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/Untitled-design-11.png\" \/><meta itemprop=\"width\" content=\"1280\" \/><meta itemprop=\"height\" content=\"720\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<a href='https:\/\/www.harnham.com\/how-to-get-a-contract-extension-or-contract-renewal-ai\/' title='How to get a Contract Extension or Contract Renewal in AI'><img width=\"1024\" height=\"576\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/Untitled-design-11-1024x576.png\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/Untitled-design-11-1024x576.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/Untitled-design-11-300x169.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/Untitled-design-11-768x432.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/Untitled-design-11.png 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>\n\t\t<a href=\"https:\/\/www.harnham.com\/category\/career-advice\/\" rel=\"tag\">Career Advice<\/a>\n    <h3><a href='https:\/\/www.harnham.com\/how-to-get-a-contract-extension-or-contract-renewal-ai\/' title='How to get a Contract Extension or Contract Renewal in AI'>How to get a Contract Extension or Contract Renewal in AI<\/a><\/h3>\n    \t<p>Differences Between Contract Extensions and Contract Renewals: Contract Extensions: A contract extension is an agreement between the&#8230;<\/p>\n    \t<a href=\"https:\/\/www.harnham.com\/how-to-get-a-contract-extension-or-contract-renewal-ai\/\">Full Article <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Icon-feather-arrow-left.svg\"\/><\/a>\n      9 min read\n     \u00b7 \n    May 21\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/118746\" content=\"Harnham Named Among UK&#8217;s Greatest Companies to Work For\" \/><meta itemprop=\"datePublished\" content=\"2024-05-17\" \/><meta itemprop=\"dateModified\" content=\"2024-05-21\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/matthew-harris\/\" \/><meta itemprop=\"name\" content=\"Matthew Harris\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/DEMYSTIFYING-AI-BRINGING-ORDER-TO-CHAOS-1.jpg\" \/><meta itemprop=\"width\" content=\"1280\" \/><meta itemprop=\"height\" content=\"720\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<a href='https:\/\/www.harnham.com\/harnham-named-among-uks-greatest-companies-to-work-for\/' title='Harnham Named Among UK&#8217;s Greatest Companies to Work For'><img width=\"1024\" height=\"576\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/DEMYSTIFYING-AI-BRINGING-ORDER-TO-CHAOS-1-1024x576.jpg\" alt=\"\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/DEMYSTIFYING-AI-BRINGING-ORDER-TO-CHAOS-1-1024x576.jpg 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/DEMYSTIFYING-AI-BRINGING-ORDER-TO-CHAOS-1-300x169.jpg 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/DEMYSTIFYING-AI-BRINGING-ORDER-TO-CHAOS-1-768x432.jpg 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/DEMYSTIFYING-AI-BRINGING-ORDER-TO-CHAOS-1.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>\n\t\t<a href=\"https:\/\/www.harnham.com\/category\/news\/\" rel=\"tag\">News<\/a>\n    <h3><a href='https:\/\/www.harnham.com\/harnham-named-among-uks-greatest-companies-to-work-for\/' title='Harnham Named Among UK&#8217;s Greatest Companies to Work For'>Harnham Named Among UK&#8217;s Greatest Companies to Work For<\/a><\/h3>\n    \t<p>Harnham is pleased to announce that we have been named one of the UK&#8217;s 100 best recruitment&#8230;<\/p>\n    \t<a href=\"https:\/\/www.harnham.com\/harnham-named-among-uks-greatest-companies-to-work-for\/\">Full Article <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Icon-feather-arrow-left.svg\"\/><\/a>\n      &lt; 1 minute\n     \u00b7 \n    May 17\n\t<meta itemscope itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/WebPage\" itemid=\"http:\/\/118172\" content=\"Whitepaper: Demystifying AI &#8211; Bringing Order to the Chaos\" \/><meta itemprop=\"datePublished\" content=\"2024-05-02\" \/><meta itemprop=\"dateModified\" content=\"2024-05-09\" \/><meta itemprop=\"name\" content=\"Harnham\"\/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/author\/jakea\/\" \/><meta itemprop=\"name\" content=\"Jake Anderson\" \/><meta itemprop=\"url\" content=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/Untitled-design-2-1.png\" \/><meta itemprop=\"width\" content=\"1280\" \/><meta itemprop=\"height\" content=\"700\" \/><meta itemprop=\"interactionType\" content=\"https:\/\/schema.org\/CommentAction\" \/><meta itemprop=\"userInteractionCount\" content=\"0\" \/>\n\t<a href='https:\/\/www.harnham.com\/whitepaper-demystifying-ai-bringing-order-to-the-chaos\/' title='Whitepaper: Demystifying AI &#8211; Bringing Order to the Chaos'><img width=\"1024\" height=\"560\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/Untitled-design-2-1-1024x560.png\" alt=\"Human and robot hands touching fingers to and emitting light, symbolises Demystifying AI.\" itemprop=\"image\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/Untitled-design-2-1-1024x560.png 1024w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/Untitled-design-2-1-300x164.png 300w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/Untitled-design-2-1-768x420.png 768w, https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/05\/Untitled-design-2-1.png 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a>\n\t\t<a href=\"https:\/\/www.harnham.com\/category\/artifical-intelligence\/\" rel=\"tag\">Artifical Intelligence<\/a>\n    <h3><a href='https:\/\/www.harnham.com\/whitepaper-demystifying-ai-bringing-order-to-the-chaos\/' title='Whitepaper: Demystifying AI &#8211; Bringing Order to the Chaos'>Whitepaper: Demystifying AI &#8211; Bringing Order to the Chaos<\/a><\/h3>\n    \t<p>White Paper: Demystifying AI &#8211; Bringing Order to the Chaos Generative AI (GenAI) has rapidly propelled artificial&#8230;<\/p>\n    \t<a href=\"https:\/\/www.harnham.com\/whitepaper-demystifying-ai-bringing-order-to-the-chaos\/\">Full Article <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/08\/Icon-feather-arrow-left.svg\"\/><\/a>\n      2 min read\n     \u00b7 \n    May 2\n\t\t<!-- .pp-content-posts -->\n<h2>\n\t\tFrequently Asked Questions: Machine Learning Deployment\n\t<\/h2>\n\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--label-0\" tabindex=\"0\" aria-controls=\"fl-accordion--panel-0\">What is a deployment in AI?<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--icon-0\" tabindex=\"-1\"><i>Expand<\/i><\/a>\n\t\t\t\t\t<p>Deployment in AI is a critical stage in the machine learning lifecycle where models are integrated into existing production environments to operationalize and utilize them for making data-driven decisions. This stage is crucial for translating AI innovations into practical, impactful business applications. Here&#8217;s a deeper look into what deployment in AI involves, based on the latest insights and practices:<\/p>\n<h3>Overview of AI Deployment<\/h3>\n<ol>\n<li><strong>Integration into Production Systems<\/strong>:\n<ul>\n<li>AI deployment involves setting up the infrastructure necessary for the machine learning model to receive real-time inputs, process them, and provide outputs that are actionable and relevant to business operations.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Machine Learning Operations (MLOps)<\/strong>:\n<ul>\n<li>MLOps is an emerging practice that focuses on automating and streamlining the deployment and maintenance of machine learning models. It bridges the gap between the machine learning model development and its operationalization in production, ensuring models are scalable, reliable, and efficient.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Cultural and Organizational Change<\/strong>:\n<ul>\n<li>Successful deployment often requires a shift in organizational culture towards a more data-centric approach. This includes training teams to effectively use and interact with AI systems and fostering a culture of continuous improvement and learning.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Management of AI Risks<\/strong>:\n<ul>\n<li>Deployment includes measures to manage risks associated with AI, such as ethical concerns, biases in models, and compliance with regulations. Rigorous testing and monitoring are vital to ensure the AI systems perform as intended without harmful biases or errors.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Scalability and Security<\/strong>:\n<ul>\n<li>AI systems must be designed to scale with the increasing data and complexity of tasks without compromising on performance or security. This involves robust architecture planning and security measures to protect data and model integrity.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>Practical Steps for Effective AI Deployment<\/h3>\n<ul>\n<li><strong>Continuous Monitoring and Updating<\/strong>: AI models can drift from their initial performance due to changes in underlying data patterns. Continuous monitoring and regular updates are necessary to maintain their accuracy and relevance.<\/li>\n<li><strong>Stakeholder Engagement<\/strong>: Regular communication with business stakeholders is crucial to ensure the AI solutions are aligned with business needs and delivering value.<\/li>\n<li><strong>Leveraging Cloud Technologies<\/strong>: Cloud platforms like AWS, Google Cloud, and Microsoft Azure offer tools and environments specifically designed for AI deployment, providing scalability, flexibility, and powerful computing capabilities.<\/li>\n<\/ul>\n<h3>Educational and Skill Requirements<\/h3>\n<ul>\n<li><strong>Technical Skills<\/strong>: Proficiency in AI and machine learning frameworks, programming languages (Python, R), and an understanding of cloud services and MLOps tools.<\/li>\n<li><strong>Analytical Skills<\/strong>: Ability to analyze and interpret the performance of AI systems and make data-driven decisions to improve them.<\/li>\n<li><strong>Project Management<\/strong>: Skills in managing projects, timelines, and resources effectively, ensuring smooth deployment processes.<\/li>\n<\/ul>\n\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--label-1\" tabindex=\"0\" aria-controls=\"fl-accordion--panel-1\">How do I deploy machine learning to the cloud?<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--icon-1\" tabindex=\"-1\"><i>Expand<\/i><\/a>\n\t\t\t\t\t<p>Deploying machine learning models to the cloud involves several key steps to ensure that the models are efficiently integrated into production environments, enabling them to provide valuable insights and automate decision-making processes. Here&#8217;s an enhanced and detailed process for deploying machine learning models to the cloud, adding further clarity and value to the initial approach:<\/p>\n<h3>Detailed Steps for Cloud Deployment of Machine Learning Models:<\/h3>\n<ol>\n<li><strong>Training a Machine Learning Model Locally<\/strong>:\n<ul>\n<li>Begin by developing and training your model on a local system. This step involves selecting appropriate algorithms, using training datasets to teach the model how to make predictions, and validating its accuracy and reliability.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Wrapping the Inference Logic into a Flask Application<\/strong>:\n<ul>\n<li>Once the model is trained, encapsulate the inference logic-that is, the process the model uses to make predictions-into a Flask application. Flask is a lightweight WSGI web application framework that is easy to use for deploying simple web servers. This step involves writing a Flask app that can receive data through RESTful API calls, process the data, and return predictions.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Containerizing the Flask Application Using Docker<\/strong>:\n<ul>\n<li>Containerize the entire Flask application using Docker, which includes all necessary dependencies, the environment, and the application itself into a Docker container. This makes the deployment process more reliable and consistent across different environments, and simplifies scalability and maintenance.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Hosting the Docker Container on an AWS EC2 Instance<\/strong>:\n<ul>\n<li>Deploy the Docker container to a cloud service, such as an Amazon Web Services (AWS) EC2 instance. EC2 provides scalable computing capacity in the cloud, allowing you to launch virtual servers and manage the network access policies and data storage.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Consuming the Web Service<\/strong>:\n<ul>\n<li>Once the application is deployed, it can be accessed through its API by client applications. These clients send data to the model via the API, and receive predictions in return.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>Best Practices for Successful Deployment:<\/h3>\n<ul>\n<li><strong>Scalability<\/strong>: Ensure that your deployment strategy allows for scaling up or down based on the application demands. This can be managed through services like AWS Auto Scaling.<\/li>\n<li><strong>Security<\/strong>: Implement security best practices, including securing API endpoints using HTTPS, managing access keys properly, and ensuring that all data transmissions are encrypted.<\/li>\n<li><strong>Monitoring and Updates<\/strong>: Continuously monitor the application&#8217;s performance and update the model as necessary. This involves retraining the model on new data, or adjusting the model parameters to improve accuracy.<\/li>\n<li><strong>Cost Management<\/strong>: Keep track of the costs associated with cloud services and optimize the usage of resources to manage expenses effectively.<\/li>\n<li><strong>Automating Deployment with CI\/CD Pipelines<\/strong>: Consider using continuous integration\/continuous deployment (CI\/CD) pipelines to automate the deployment of updates to your model and application, ensuring that changes are systematically tested and deployed.<\/li>\n<\/ul>\n\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--label-2\" tabindex=\"0\" aria-controls=\"fl-accordion--panel-2\">How do you maintain a deployed machine learning model?<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--icon-2\" tabindex=\"-1\"><i>Expand<\/i><\/a>\n\t\t\t\t\t<p>Maintaining a deployed machine learning model is crucial for ensuring its continued performance and relevance in real-world applications. Here&#8217;s an expanded and updated approach to maintaining a deployed model, incorporating modern techniques and tools:<\/p>\n<h3>Key Steps in Maintaining a Deployed Machine Learning Model:<\/h3>\n<ol>\n<li><strong>Consistent Monitoring<\/strong>:\n<ul>\n<li>Regular monitoring is essential to track the performance of the model over time. Utilize model monitoring tools to observe and analyze how the model&#8217;s predictions are performing against expected outcomes and real-world changes.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Handling Model Drift<\/strong>:\n<ul>\n<li>Model drift occurs when the statistical properties of model inputs change over time, leading to degraded performance. Monitoring for drift and recalibrating the model when necessary is crucial.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Performance Auditing<\/strong>:\n<ul>\n<li>Regularly audit the model&#8217;s performance by analyzing key metrics such as accuracy, precision, recall, and F1-score. Identify any performance degradation and understand the root causes.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Data Re-Evaluation<\/strong>:\n<ul>\n<li>Continually analyze and update the datasets used for training the model. Changes in the operational environment might necessitate the inclusion of new data types or sources to better reflect current realities.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Feature Engineering<\/strong>:\n<ul>\n<li>Revisit and revise the features used by the model. As new information becomes available or as data changes, updating or engineering new features can help improve the model&#8217;s relevance and accuracy.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Model Retraining<\/strong>:\n<ul>\n<li>Depending on the model&#8217;s performance and the evolution of data, periodic retraining might be necessary. This could be triggered manually or through automated systems that detect significant performance drops or data drift.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Continuous Integration of New Data<\/strong>:\n<ul>\n<li>Integrate new data samples into the training process to keep the model up-to-date with current trends and information. This helps the model adapt to changes and improves its predictive accuracy.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Cross-validation<\/strong>:\n<ul>\n<li>Use cross-validation techniques to ensure the model remains robust across different subsets of data. This helps in identifying any potential overfitting or underfitting issues.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Experimenting with Different Algorithms<\/strong>:\n<ul>\n<li>If performance issues persist, consider testing different machine learning algorithms. Some algorithms may be better suited to the evolving characteristics of the data or the specific performance requirements of the application.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Using Advanced Tools and Platforms<\/strong>:\n<ul>\n<li>Leverage platforms like Fiddler AI, Google Cloud AI Platform, or Amazon SageMaker, which provide extensive tools for model monitoring, retraining, and management. These platforms support best practices in MLOps (Machine Learning Operations) and provide capabilities such as automated retraining, version control, and performance monitoring.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>Best Practices for Effective Maintenance:<\/h3>\n<ul>\n<li><strong>Version Control<\/strong>: Maintain versions of both the data and the model. This helps in tracking changes and rolling back to previous versions if needed.<\/li>\n<li><strong>Automation<\/strong>: Implement automation in monitoring and retraining processes where possible to ensure timely updates and interventions.<\/li>\n<li><strong>Security and Compliance<\/strong>: Continuously review and update security protocols to protect data and model integrity, and ensure compliance with relevant laws and regulations.<\/li>\n<li><strong>Documentation and Communication<\/strong>: Keep comprehensive documentation of all aspects of the model, including its performance metrics, changes made, and insights gained from maintenance activities. Communicate regularly with stakeholders about the model&#8217;s status and performance.<\/li>\n<\/ul>\n\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--label-3\" tabindex=\"0\" aria-controls=\"fl-accordion--panel-3\">Which tools have you used to deploy a machine learning model?<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--icon-3\" tabindex=\"-1\"><i>Expand<\/i><\/a>\n\t\t\t\t\t<p>Deploying a machine learning model involves several tools that facilitate the process from model training to serving it in a production environment. Here&#8217;s a detailed guide to some of the most effective tools currently used for deploying machine learning models:<\/p>\n<h3>Top Tools for Machine Learning Model Deployment:<\/h3>\n<ol>\n<li><strong>MLflow<\/strong>:\n<ul>\n<li><strong>Description<\/strong>: An open-source platform for managing the end-to-end machine learning lifecycle. It handles everything from experimentation to deployment and reproducibility, making it easier to manage machine learning projects.<\/li>\n<li><strong>Features<\/strong>: Includes capabilities for tracking experiments, packaging code into reproducible runs, and sharing models.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Seldon Core<\/strong>:\n<ul>\n<li><strong>Description<\/strong>: An open-source platform that helps deploy, scale, and manage thousands of machine learning models on Kubernetes.<\/li>\n<li><strong>Features<\/strong>: Seldon Core provides advanced model monitoring capabilities, A\/B testing, canary rollouts, and more.<\/li>\n<\/ul>\n<\/li>\n<li><strong>TensorFlow Serving<\/strong>:\n<ul>\n<li><strong>Description<\/strong>: A flexible, high-performance serving system for machine learning models, designed for production environments. It&#8217;s part of the TensorFlow Extended (TFX) ecosystem.<\/li>\n<li><strong>Features<\/strong>: Supports multiple models, model versioning, and handles the serving of machine learning models with low latency.<\/li>\n<\/ul>\n<\/li>\n<li><strong>BentoML<\/strong>:\n<ul>\n<li><strong>Description<\/strong>: A flexible, high-performance framework for serving machine learning models from various frameworks such as TensorFlow, PyTorch, Scikit-Learn, and more.<\/li>\n<li><strong>Features<\/strong>: It packages models into reproducible deployment artifacts and supports multiple deployment infrastructures including Docker, Kubernetes, and serverless.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Kubeflow<\/strong>:\n<ul>\n<li><strong>Description<\/strong>: Kubeflow is an open-source project dedicated to making deployments of machine learning workflows on Kubernetes simple, portable, and scalable.<\/li>\n<li><strong>Features<\/strong>: It includes services for orchestrating complicated workflows, running Jupyter notebooks, and serving models.<\/li>\n<\/ul>\n<\/li>\n<li><strong>AWS SageMaker<\/strong>:\n<ul>\n<li><strong>Description<\/strong>: A fully managed service that provides every developer and data scientist with the ability to build, train, and deploy machine learning models quickly.<\/li>\n<li><strong>Features<\/strong>: Integration with Jupyter notebooks for easy access and visualization, automatic model tuning, and deployment pipelines.<\/li>\n<\/ul>\n<\/li>\n<li><strong>TorchServe<\/strong>:\n<ul>\n<li><strong>Description<\/strong>: Developed by AWS and the PyTorch team, TorchServe is designed to make it easy to deploy PyTorch models at scale without having to write custom code.<\/li>\n<li><strong>Features<\/strong>: Includes multi-model serving, model versioning for A\/B testing, metrics for monitoring, and RESTful endpoints for application integration.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Cortex<\/strong>:\n<ul>\n<li><strong>Description<\/strong>: An open-source platform for deploying, scaling, and managing machine learning models in production.<\/li>\n<li><strong>Features<\/strong>: Supports real-time predictions, batch processing, and automatically scales the model serving based on the request volume.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>Choosing the Right Tool:<\/h3>\n<ul>\n<li><strong>Scalability &amp; Flexibility<\/strong>: Tools like Kubernetes and Seldon Core are ideal for environments that require scalability and flexibility in deployment configurations.<\/li>\n<li><strong>Framework Specific Needs<\/strong>: For TensorFlow models, TensorFlow Serving provides optimized environments, whereas TorchServe would be the go-to for PyTorch models.<\/li>\n<li><strong>All-in-One Solutions<\/strong>: Platforms like AWS SageMaker and Kubeflow offer comprehensive solutions from model training to deployment, ideal for teams looking for integrated environments.<\/li>\n<li><strong>Ease of Use and Integration<\/strong>: BentoML and MLflow are excellent for teams looking for tools with straightforward integrations and minimal setup.<\/li>\n<\/ul>\n\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--label-4\" tabindex=\"0\" aria-controls=\"fl-accordion--panel-4\">What is the best framework for machine learning deployment?<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--icon-4\" tabindex=\"-1\"><i>Expand<\/i><\/a>\n\t\t\t\t\t<p>When considering the best framework for machine learning deployment, the choice often depends on specific project requirements, scalability, ease of use, and integration capabilities. Here&#8217;s a comprehensive overview of some of the top frameworks currently favoured in the industry:<\/p>\n<h3>Top Frameworks for Machine Learning Deployment:<\/h3>\n<ol>\n<li><strong>TensorFlow Serving<\/strong>:\n<ul>\n<li><strong>Developed by Google<\/strong>, TensorFlow Serving is designed specifically for machine learning model deployment. It provides a flexible, high-performance serving system for machine learning models, designed for production environments.<\/li>\n<li><strong>Features<\/strong>: It supports multiple models, model versioning, and can handle high throughput of inference requests.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Seldon Core<\/strong>:\n<ul>\n<li><strong>Open-source<\/strong>: Seldon Core is an open-source framework that simplifies the deployment, scaling, and management of machine learning models in Kubernetes environments.<\/li>\n<li><strong>Features<\/strong>: It offers advanced model monitoring capabilities, A\/B testing, canary rollouts, and more.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Kubeflow<\/strong>:\n<ul>\n<li><strong>Google&#8217;s Contribution<\/strong>: Started by Google to make deployments of machine learning (ML) workflows on Kubernetes simple, portable, and scalable.<\/li>\n<li><strong>Features<\/strong>: It includes services for orchestrating complicated workflows, running Jupyter notebooks, and serving models, making it a comprehensive MLOps tool.<\/li>\n<\/ul>\n<\/li>\n<li><strong>BentoML<\/strong>:\n<ul>\n<li><strong>Python-Based<\/strong>: BentoML is a framework that focuses on providing model serving and deployment capabilities directly from Python.<\/li>\n<li><strong>Features<\/strong>: It allows easy packaging and deployment of machine learning models from various ML frameworks, supporting both online and batch serving.<\/li>\n<\/ul>\n<\/li>\n<li><strong>AWS SageMaker<\/strong>:\n<ul>\n<li><strong>Fully Managed Service<\/strong>: Provided by Amazon, SageMaker covers the entire machine learning workflow to build, train, and deploy machine learning models.<\/li>\n<li><strong>Features<\/strong>: It simplifies the entire machine learning process, providing tools for every step from model building to deployment and monitoring.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Cortex<\/strong>:\n<ul>\n<li><strong>Multi-Framework Compatibility<\/strong>: Cortex is flexible and supports multiple machine learning frameworks including TensorFlow, PyTorch, and ONNX.<\/li>\n<li><strong>Features<\/strong>: It offers autoscaling, model versioning, and provides a cost-effective solution for serving models at scale.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>Choosing the Right Framework:<\/h3>\n<ul>\n<li><strong>Integration and Compatibility<\/strong>: Select a framework that integrates seamlessly with the existing tools and workflows in your organization. For instance, TensorFlow Serving or Seldon Core are excellent for environments already using Kubernetes.<\/li>\n<li><strong>Scalability<\/strong>: Consider how well the framework can scale as the number of requests to your model increases. Tools like AWS SageMaker and Kubeflow are designed to handle large-scale deployments efficiently.<\/li>\n<li><strong>Support and Community<\/strong>: A strong community and comprehensive documentation can help overcome challenges more efficiently. TensorFlow Serving and BentoML, for example, have robust communities and extensive resources.<\/li>\n<li><strong>Specific Needs<\/strong>: Depending on whether your focus is on real-time inference, batch processing, or both, you might prefer one framework over others. For instance, BentoML is great for quick deployments directly from Python, while Kubeflow offers a more rounded solution for larger workflows.<\/li>\n<\/ul>\n\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--label-5\" tabindex=\"0\" aria-controls=\"fl-accordion--panel-5\">Is PyTorch better than tensorflow?<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--icon-5\" tabindex=\"-1\"><i>Expand<\/i><\/a>\n\t\t\t\t\t<p>whether PyTorch is better than TensorFlow depends on the specific needs and preferences of the user, as both frameworks have their strengths and ideal use cases. Here&#8217;s a detailed comparison updated with the latest insights:<\/p>\n<h3>PyTorch vs. TensorFlow:<\/h3>\n<ol>\n<li><strong>Ease of Use<\/strong>:\n<ul>\n<li><strong>PyTorch<\/strong> is often praised for its simplicity and more intuitive, Pythonic integration, which can make it a better choice for beginners and those who prefer dynamic programming environments.<\/li>\n<li><strong>TensorFlow<\/strong> offers a comprehensive ecosystem including TensorFlow 2.0, which has improved its usability with an imperative programming style that integrates more seamlessly with Python.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Flexibility<\/strong>:\n<ul>\n<li><strong>PyTorch<\/strong> provides a dynamic computational graph that allows changes to the graph on the fly. This is particularly beneficial for projects that require frequent changes to the model.<\/li>\n<li><strong>TensorFlow<\/strong> uses a static graph that needs to be defined before running the model, which can benefit performance optimization in production environments.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Visualization Tools<\/strong>:\n<ul>\n<li><strong>TensorFlow<\/strong> comes with TensorBoard, a powerful tool for visualization that helps in monitoring model training and debugging.<\/li>\n<li><strong>PyTorch<\/strong> relies on third-party tools like Visdom or can integrate with TensorBoard, which is less seamless but still effective.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Community and Support<\/strong>:\n<ul>\n<li><strong>PyTorch<\/strong> has gained significant traction among researchers due to its simplicity and ease of use, resulting in a rapidly growing community and a wealth of shared projects and tools.<\/li>\n<li><strong>TensorFlow<\/strong> benefits from strong support from Google and a large community of developers, which contributes to a vast amount of learning resources and pre-trained models.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Performance and Scalability<\/strong>:\n<ul>\n<li><strong>TensorFlow<\/strong> is highly optimized for production environments, offering robust capabilities for deploying on various platforms including mobile and embedded systems.<\/li>\n<li><strong>PyTorch<\/strong> has made significant strides in production use with the introduction of TorchServe for model serving, but TensorFlow generally remains preferred for large-scale deployments due to its maturity and extensive tooling for distributed computing.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Research vs Production<\/strong>:\n<ul>\n<li><strong>PyTorch<\/strong> is favored in the academic and research community where flexibility and speed of experimentation are crucial.<\/li>\n<li><strong>TensorFlow<\/strong> is often the go-to choice for developers focusing on production systems due to its comprehensive suite of tools for deployment and scalability.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>Choosing between PyTorch and TensorFlow will largely depend on your specific project requirements. If your focus is on rapid prototyping and research, PyTorch might be the better choice. If you need a robust, scalable solution for production environments, TensorFlow might be preferable. Both frameworks are continually evolving, so keeping updated with the latest versions and features is crucial for making an informed decision.<\/p>\n\n","protected":false},"excerpt":{"rendered":"<p>OUR EXPERTISE OUR EXPERTISE ML DEPLOYMENTTALENT SOLUTIONS Our recruitment expertise is specifically tailored for Machine Learning Deployment jobs, recognizing the critical importance of these positions in the successful operationalization of machine learning models. 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