{"id":110401,"date":"2024-03-21T09:16:07","date_gmt":"2024-03-21T09:16:07","guid":{"rendered":"https:\/\/www.harnham.com\/?page_id=110401"},"modified":"2024-09-05T10:43:57","modified_gmt":"2024-09-05T10:43:57","slug":"ml-platforming","status":"publish","type":"page","link":"https:\/\/www.harnham.com\/data-science-ai-talent\/ml-platforming\/","title":{"rendered":"Machine Learning platforming 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 PLATFORMING<br \/><strong>TALENT SOLUTIONS<\/strong><\/p>\n<p>Our expertise in data recruitment uniquely positions us to understand the complexities of Machine Learning Platforming jobs. We recognize the importance of these positions in developing, managing, and optimizing the platforms that underpin successful ML operations.<\/p>\n<p>Our recruitment strategies are designed to identify professionals who are not only skilled in ML technologies but also proficient in creating and maintaining robust ML platforms.<\/p>\n<p>Harnham&#8217;s extensive global network enables us to tap into a rich talent pool, ensuring access to the best candidates in the ML Platform domain.<\/p>\n<p>Our local market knowledge across the United States, Europe, and the United Kingdom allows us to match your organization with candidates who fit your technical requirements and company culture, ensuring a seamless integration into your team.<\/p>\n\t<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-18069158-modified-1.png\" alt=\"pexels-google-deepmind-18069158-modified (1)\" itemprop=\"image\" height=\"2560\" width=\"2560\" title=\"pexels-google-deepmind-18069158-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<br \/><br \/><br \/><br \/>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.harnham.com\/wp-content\/uploads\/2024\/08\/christina-wocintechchat-com-Q80LYxv_Tbs-unsplash-modified-1.png\" alt=\"christina-wocintechchat-com-Q80LYxv_Tbs-unsplash-modified (1)\" itemprop=\"image\" height=\"1709\" width=\"2560\" title=\"christina-wocintechchat-com-Q80LYxv_Tbs-unsplash-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 recruitment strategy is centred on understanding the unique needs and challenges of your organization. We provide a customized approach to ensure we deliver candidates that not only have the required technical expertise for Machine Learning Platforming jobs but also align with your strategic goals and values.<\/p>\n<p>As a leading global authority in data recruitment, Harnham boasts a large team of dedicated specialists who understand the nuances of the ML Platform space.<\/p>\n<p>This extensive network allows us to offer superior recruitment solutions, tailored to the specific needs of your organization, regardless of industry.<\/p>\n<p>With over twenty years in the field, Harnham has a proven track record in data talent acquisition. This experience provides us with the insight to effectively navigate the ML Platform recruitment landscape, ensuring we deliver candidates who can drive your ML initiatives forward.<\/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<p>As a global leader in data recruitment, our expansive team of specialists offers unrivalled insights and solutions, ensuring we meet the specific needs of your organization, regardless of industry for Machine Learning Platforming jobs.<\/p>\n<ul>\n<li>Permanent Recruitment: We specialize in identifying long-term talent for your ML Platform team, focusing on candidates who can grow and evolve with your organization.<\/li>\n<\/ul>\n<ul>\n<li>Contract Recruitment: Our contract recruitment services offer flexibility, allowing you to adapt to project-specific or interim ML Platform needs with skilled professionals.<\/li>\n<\/ul>\n<ul>\n<li>Executive Search: We find industry-leading executives capable of steering your ML Platform strategies towards success and innovation.<\/li>\n<\/ul>\n<p>Contact us today to explore how our bespoke talent solutions can elevate your organization&#8217;s ML capabilities.<\/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 PLATFORMING<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:\/\/152188\" content=\"Senior Data Engineer\" \/><meta itemprop=\"datePublished\" content=\"2024-08-27\" \/><meta itemprop=\"dateModified\" content=\"2024-09-05\" \/><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-senior-data-engineer-boston-massachusetts\/' title='Senior Data 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-senior-data-engineer-boston-massachusetts\/\"><h3>Senior Data Engineer\n        <\/h3><\/a>\n    \t  \n    \t    Boston\n    \t    \n    \t$60 &#8211; $75\n    \t    <!---->\n    \t    \n    \t + \n    \t    Data Engineering\n    \t\n    \t Contract <br \/>\n    \t Boston, Massachusetts\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>Senior Data Engineer<\/strong><\/p>\n<p><strong>Hybrid (1 day in office in Boston)<\/strong><\/p>\n<p><strong>6-Month Contract-to-Hire<\/strong><\/p>\n<p><strong>$60-$75\/hr<\/strong><\/p>\n<p><strong>Up to $140,000 Annual<\/strong><\/p>\n\n<p>Our client seeking a skilled Senior Data Engineer to join the Data &amp; AI Platforms team, responsible for maintaining and advancing a comprehensive data ecosystem that supports B2B SaaS products. Their focus is on developing a robust platform that underpins our generative AI initiatives.<\/p>\n<p><strong>THE COMPANY<\/strong><\/p>\n<p>We are partnered with an innovative Series B start up that combines specialized financial industry expertise with advanced insights and analytical capabilities to deliver a strategic edge. Utilizing AI-driven decision tools, predictive analytics, and data-rich platforms, they empower clients to uncover emerging opportunities and make data-informed decisions that enhance long-term performance.<\/p>\n<p><strong>THE ROLE<\/strong><\/p>\n<ul>\n<li>Collaborate with a team of engineers and product managers to design and develop next-generation data and AI platforms.<\/li>\n<li>Support the migration of products from outdated infrastructure and assist product teams in leveraging our platforms for launching new products and generative AI applications.<\/li>\n<li>Design and build functionality for AI platforms that facilitates the development of high-quality multimodal generative AI applications, including tools for accuracy, evaluation, and implementation guardrails.<\/li>\n<li>Create and enhance data platform capabilities for scalable and reliable data ingestion, storage, validation, governance, monitoring, and ELT processes.<\/li>\n<li>Apply best practices in software, data, and ML\/AI engineering, including those related to development lifecycle, testing, performance optimization, and scaling.<\/li>\n<li>Identify and integrate new technologies and tools to boost efficiency and productivity.<\/li>\n<\/ul>\n<p><strong>YOUR SKILLS AND EXPERIENCE<\/strong><\/p>\n<p>A successful Senior Data Engineer for this role will likely possess:<\/p>\n<ul>\n<li>3+ years experience in Data Engineering with advanced proficiency in Python and SQL.<\/li>\n<li>Experience with Spark is required, with Strong understanding of data engineering best practices, including ETL\/ELT, data monitoring, observability, and validations.<\/li>\n<li>Deep understanding in handling big data, scaling data processing, distributed computing, and production support.<\/li>\n<li>Exposure to generative AI (including LLMs, RAG, AI agents) is preferred; other machine learning experience is also a plus.<\/li>\n<\/ul>\n<p><strong>NICE TO HAVES<\/strong><\/p>\n<ul>\n<li>Databricks, Java, Scala<\/li>\n<\/ul>\n<p><strong>HOW TO APPLY<\/strong><\/p>\n<p>Please register your interest by sending your resume via the Apply link on this page.<\/p>\n<p><img src=https:\/\/counter.adcourier.com\/RmFyZWVkYUVsc2F5ZWQuNzM0ODguMTMxOTdAaGFybmhhbXNlYXJjaC5hcGxpdHJhay5jb20.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-senior-data-engineer-boston-massachusetts\/\" 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-senior-data-engineer-boston-massachusetts\/\"> <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:\/\/152189\" content=\"Senior Data Engineer\" \/><meta itemprop=\"datePublished\" content=\"2024-08-27\" \/><meta itemprop=\"dateModified\" content=\"2024-09-05\" \/><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-senior-data-engineer-new-york\/' title='Senior Data 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-senior-data-engineer-new-york\/\"><h3>Senior Data Engineer\n        <\/h3><\/a>\n    \t  \n    \t    New York City\n    \t    \n    \t$60 &#8211; $75\n    \t    <!---->\n    \t    \n    \t + \n    \t    Data Engineering\n    \t\n    \t Contract <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><strong>Senior Data Engineer<\/strong><\/p>\n<p><strong>Hybrid (1 day in office in NYC)<\/strong><\/p>\n<p><strong>6-Month Contract-to-Hire<\/strong><\/p>\n<p><strong>$60-$75\/hr<\/strong><\/p>\n<p><strong>Up to $140,000 Annual<\/strong><\/p>\n\n<p>Our client seeking a skilled Senior Data Engineer to join the Data &amp; AI Platforms team, responsible for maintaining and advancing a comprehensive data ecosystem that supports B2B SaaS products. Their focus is on developing a robust platform that underpins our generative AI initiatives.<\/p>\n<p><strong>THE COMPANY<\/strong><\/p>\n<p>We are partnered with an innovative Series B start up that combines specialized financial industry expertise with advanced insights and analytical capabilities to deliver a strategic edge. Utilizing AI-driven decision tools, predictive analytics, and data-rich platforms, they empower clients to uncover emerging opportunities and make data-informed decisions that enhance long-term performance.<\/p>\n<p><strong>THE ROLE<\/strong><\/p>\n<ul>\n<li>Collaborate with a team of engineers and product managers to design and develop next-generation data and AI platforms.<\/li>\n<li>Support the migration of products from outdated infrastructure and assist product teams in leveraging our platforms for launching new products and generative AI applications.<\/li>\n<li>Design and build functionality for AI platforms that facilitates the development of high-quality multimodal generative AI applications, including tools for accuracy, evaluation, and implementation guardrails.<\/li>\n<li>Create and enhance data platform capabilities for scalable and reliable data ingestion, storage, validation, governance, monitoring, and ELT processes.<\/li>\n<li>Apply best practices in software, data, and ML\/AI engineering, including those related to development lifecycle, testing, performance optimization, and scaling.<\/li>\n<li>Identify and integrate new technologies and tools to boost efficiency and productivity.<\/li>\n<\/ul>\n<p><strong>YOUR SKILLS AND EXPERIENCE<\/strong><\/p>\n<p>A successful Senior Data Engineer for this role will likely possess:<\/p>\n<ul>\n<li>3+ years experience in Data Engineering with advanced proficiency in Python and SQL.<\/li>\n<li>Experience with Spark is required, with Strong understanding of data engineering best practices, including ETL\/ELT, data monitoring, observability, and validations.<\/li>\n<li>Deep understanding in handling big data, scaling data processing, distributed computing, and production support.<\/li>\n<li>Exposure to generative AI (including LLMs, RAG, AI agents) is preferred; other machine learning experience is also a plus.<\/li>\n<\/ul>\n<p><strong>NICE TO HAVES<\/strong><\/p>\n<ul>\n<li>Databricks, Java, Scala<\/li>\n<\/ul>\n<p><strong>HOW TO APPLY<\/strong><\/p>\n<p>Please register your interest by sending your resume via the Apply link on this page.<\/p>\n<p><img src=https:\/\/counter.adcourier.com\/RmFyZWVkYUVsc2F5ZWQuNDI2MTEuMTMxOTdAaGFybmhhbXNlYXJjaC5hcGxpdHJhay5jb20.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-senior-data-engineer-new-york\/\" 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-senior-data-engineer-new-york\/\"> <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=\"2024-09-05\" \/><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\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\tFrequetly Asked Questions: Machine Learning Platforming\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 Machine Learning Platform?<\/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>A machine learning platform is a comprehensive environment that supports the various stages of the machine learning lifecycle, from data preparation and model training to deployment and management. Such platforms are designed to help data scientists and AI engineers efficiently build, deploy, and maintain AI applications with greater ease and flexibility.<\/p>\n<h3>Key Features of a Machine Learning Platform:<\/h3>\n<ol>\n<li><strong>End-to-End Capability<\/strong>:\n<ul>\n<li>Machine learning platforms provide tools and frameworks that support all phases of the machine learning project lifecycle, including data ingestion, data transformation, model development, model training, evaluation, deployment, and monitoring.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Automation and Scalability<\/strong>:\n<ul>\n<li>These platforms often include features that automate many of the repetitive tasks involved in model development and deployment. They also provide the infrastructure to scale both the training of models and their inference capabilities across different environments.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Collaboration and Accessibility<\/strong>:\n<ul>\n<li>They facilitate collaboration among team members, including data scientists, developers, and subject matter experts. This is achieved through shared workspaces, version control, and access controls that manage who can see or manipulate data and models.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Integration with Existing Systems<\/strong>:\n<ul>\n<li>Effective machine learning platforms seamlessly integrate with existing databases, applications, and cloud services within an organization. This integration capability ensures that machine learning models can easily access necessary data and be deployed into production without extensive reconfiguration.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Support for Multiple Frameworks and Languages<\/strong>:\n<ul>\n<li>Most platforms are agnostic to specific machine learning frameworks and programming languages, supporting popular frameworks like TensorFlow, PyTorch, Scikit-Learn, and programming languages such as Python and R.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Advanced Monitoring and Management Tools<\/strong>:\n<ul>\n<li>These platforms provide tools for monitoring the performance of machine learning models in production, alerting users to any issues with data drift or model degradation, and facilitating model retraining and updating when necessary.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>Benefits of Using a Machine Learning Platform:<\/h3>\n<ul>\n<li><strong>Efficiency and Speed<\/strong>: Streamlining the development and deployment of machine learning models reduces the time to market for AI-driven features and products.<\/li>\n<li><strong>Improved Model Performance and Reliability<\/strong>: Continuous monitoring and maintenance tools help maintain the accuracy and reliability of models as they operate in dynamic real-world environments.<\/li>\n<li><strong>Reduced Complexity<\/strong>: By abstracting much of the complexity involved in machine learning workflows, these platforms make it easier for organizations to adopt and scale AI technologies.<\/li>\n<li><strong>Enhanced Collaborative Opportunities<\/strong>: Teams can work more effectively together, regardless of their geographical location, ensuring that expertise is leveraged appropriately throughout the development process.<\/li>\n<\/ul>\n\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--label-1\" tabindex=\"0\" aria-controls=\"fl-accordion--panel-1\">What are the 4 types of Machine Learning?<\/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>Machine learning platforms are equipped to handle various types of learning algorithms, each suited to different kinds of data and learning tasks. Here&#8217;s an expanded look at the four primary types of machine learning algorithms, providing a deeper understanding and additional context:<\/p>\n<h3>1. Supervised Learning<\/h3>\n<ul>\n<li><strong>Description<\/strong>: In supervised learning, the model is trained on a labeled dataset, which means that each training example is paired with an output label. The model learns to predict the output from the input data, and its performance can be measured directly against the known labels.<\/li>\n<li><strong>Applications<\/strong>: It&#8217;s commonly used for classification and regression tasks such as spam detection, sentiment analysis, and stock price forecasts.<\/li>\n<\/ul>\n<h3>2. Unsupervised Learning<\/h3>\n<ul>\n<li><strong>Description<\/strong>: This type of learning involves training a model on data that does not have labeled responses. The model tries to identify patterns and relationships in the data on its own.<\/li>\n<li><strong>Applications<\/strong>: Unsupervised learning is often used for clustering, association, and dimensionality reduction tasks such as market basket analysis, customer segmentation, and feature elicitation.<\/li>\n<\/ul>\n<h3>3. Semi-supervised Learning<\/h3>\n<ul>\n<li><strong>Description<\/strong>: Semi-supervised learning falls between supervised and unsupervised learning. The model is trained on a combination of labeled and unlabeled data. This approach is useful when acquiring a fully labeled dataset is costly or infeasible.<\/li>\n<li><strong>Applications<\/strong>: It&#8217;s used in image and speech recognition problems where labeling can be resource-intensive.<\/li>\n<\/ul>\n<h3>4. Reinforcement Learning<\/h3>\n<ul>\n<li><strong>Description<\/strong>: Reinforcement learning is a type of learning where an agent learns to behave in an environment by performing actions and seeing the results. The agent learns from the consequences of its actions, rather than from being told explicitly whether it has done the right thing.<\/li>\n<li><strong>Applications<\/strong>: This learning type is often used in areas such as robotics, gaming, and navigation where the goal is to learn a series of actions that maximizes a reward.<\/li>\n<\/ul>\n<p>Each of these types of machine learning has distinct characteristics and is suited for different kinds of problems. Understanding the nuances of each type can help in selecting the appropriate approach for specific machine learning tasks:<\/p>\n<ul>\n<li><strong>Supervised learning<\/strong> is most useful when the prediction of outcomes for new data is based on historical data with known outcomes.<\/li>\n<li><strong>Unsupervised learning<\/strong> is ideal for exploring the structure of the information when you don&#8217;t have a specific goal in mind or the data lacks labels.<\/li>\n<li><strong>Semi-supervised learning<\/strong> provides a good compromise when you have a limited amount of labeled data and a larger set of unlabeled data.<\/li>\n<li><strong>Reinforcement learning<\/strong> is best suited for scenarios where an agent can learn from the consequences of its actions through trial and error within a defined set of dynamic conditions.<\/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 to Design a Machine Learning Platform?<\/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>Designing a machine learning platform is an intricate process that requires a comprehensive understanding of both the technological and operational aspects of machine learning. Here&#8217;s a more detailed guide to designing a machine learning platform, building upon the initial components discussed:<\/p>\n<h3>Key Components of a Machine Learning Platform Design:<\/h3>\n<ol>\n<li><strong>Project Setup<\/strong>:\n<ul>\n<li>This initial stage involves defining the scope and objectives of your platform. It includes identifying the key stakeholders, understanding the specific machine learning needs of your organization, and establishing clear goals for the platform.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Data Pipeline<\/strong>:\n<ul>\n<li>A robust data pipeline is critical for ensuring the quality and availability of data for training models. This involves data collection, validation, cleaning, and sometimes augmentation to prepare the data for use in machine learning models.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Modeling<\/strong>:\n<ul>\n<li>The modeling component encompasses the selection of appropriate machine learning algorithms, training of models, and debugging during development. This stage requires tools for version control, experiment tracking, and performance evaluation to refine models effectively.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Serving<\/strong>:\n<ul>\n<li>Once models are trained and tested, they need to be deployed into production environments where they can provide predictions. This involves setting up model serving infrastructure, implementing continuous integration and deployment pipelines (CI\/CD), and ensuring models are scalable and secure.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>Expanded Insights for Each Component:<\/h3>\n<ul>\n<li><strong>Integrating MLOps Practices<\/strong>: Incorporating Machine Learning Operations (MLOps) practices throughout the design of your platform can enhance the efficiency and reproducibility of machine learning workflows. This includes automation of model training, validation, deployment, and monitoring.<\/li>\n<li><strong>Scalability and Flexibility<\/strong>: Design your platform to be scalable, handling varying loads and accommodating new models as your organization&#8217;s needs grow. It should also be flexible enough to integrate with different data sources, software tools, and cloud services.<\/li>\n<li><strong>Security and Governance<\/strong>: Implementing robust security measures to protect data and models, along with governance to ensure compliance with regulations, is crucial, especially in sensitive industries like finance and healthcare.<\/li>\n<li><strong>User-Centric Design<\/strong>: Consider the end-users of the platform-data scientists and ML engineers-by providing a user-friendly interface, access to advanced analytics tools, and support for collaboration across teams.<\/li>\n<li><strong>Advanced Analytics and Monitoring Tools<\/strong>: Include advanced tools for analytics and monitoring to track the performance of deployed models in real-time, allowing for quick adjustments and updates to models as required.<\/li>\n<\/ul>\n\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--label-3\" tabindex=\"0\" aria-controls=\"fl-accordion--panel-3\">What is the best ML Platform?<\/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>Selecting the best machine learning platform depends on specific project requirements, ease of use, scalability, and the tools provided. Here&#8217;s a compiled list of some of the top machine learning platforms based on recent evaluations and their key features:<\/p>\n<h3>Top Machine Learning Platforms:<\/h3>\n<ol>\n<li><strong>MATLAB<\/strong>:\n<ul>\n<li><strong>Strengths<\/strong>: Excellent for high-performance numerical computing and advanced graphics. Ideal for researchers and engineers working on complex data analysis with built-in support for deep learning and machine learning algorithms.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Saturn Cloud<\/strong>:\n<ul>\n<li><strong>Strengths<\/strong>: Provides a Dask-based data science platform that facilitates easy scalability for data processing and machine learning in Python.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Alteryx<\/strong>:\n<ul>\n<li><strong>Strengths<\/strong>: Known for its user-friendly interface and drag-and-drop functionalities, it integrates data blending, advanced analytics, and model deployment.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Azure Machine Learning Studio<\/strong>:\n<ul>\n<li><strong>Strengths<\/strong>: Offers a collaborative, drag-and-drop tool that lets users build, test, and deploy machine learning models without needing to write code. Integrated with Microsoft&#8217;s Azure cloud services for seamless scaling and management.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Cloudera Data Engineering<\/strong>:\n<ul>\n<li><strong>Strengths<\/strong>: Provides a robust Apache Spark service to automate and accelerate data workflows, which is highly beneficial for large-scale data processing and machine learning tasks.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Anaconda<\/strong>:\n<ul>\n<li><strong>Strengths<\/strong>: Popular among data scientists for its comprehensive suite of data science and machine learning tools, packaged in an easy-to-install Python distribution.<\/li>\n<\/ul>\n<\/li>\n<li><strong>IBM Watson Studio<\/strong>:\n<ul>\n<li><strong>Strengths<\/strong>: Allows enterprises to build and train AI models at scale, and deploy them in IBM&#8217;s cloud or on a hybrid model. Offers wide support for open source frameworks and languages.<\/li>\n<\/ul>\n<\/li>\n<li><strong>IBM SPSS Modeler<\/strong>:\n<ul>\n<li><strong>Strengths<\/strong>: Provides advanced algorithms and data science techniques in an easy-to-use package, focusing on predictive analytics.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>Choosing the Right Platform:<\/h3>\n<ul>\n<li><strong>Consider your team&#8217;s skill level and the complexity of tasks<\/strong>: Platforms like Azure ML Studio or Alteryx might be more suited for teams without heavy coding skills.<\/li>\n<li><strong>Evaluate the scalability needs<\/strong>: For large-scale projects, platforms like Saturn Cloud or Cloudera Data Engineering might be more appropriate.<\/li>\n<li><strong>Assess integration capabilities<\/strong>: If your project requires integration with existing systems, choose a platform that offers robust APIs and environment compatibility.<\/li>\n<\/ul>\n\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--label-4\" tabindex=\"0\" aria-controls=\"fl-accordion--panel-4\">Is Google a Machine Learning Platform?<\/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>Google can be considered a machine learning platform, particularly through its Google AI Platform. This platform is a managed service designed to facilitate the development, training, and deployment of machine learning models at scale. Here&#8217;s a more detailed look at how Google serves as a machine learning platform:<\/p>\n<h3>Google AI Platform<\/h3>\n<ul>\n<li><strong>Framework Support<\/strong>: Google AI Platform supports various machine learning frameworks, most notably TensorFlow, which is used extensively within Google for a range of products from Google Photos to Google Cloud Speech.<\/li>\n<li><strong>Data Handling and Processing<\/strong>: The platform enables users to work with data of any size, providing tools to manage and prepare data efficiently for machine learning processes.<\/li>\n<li><strong>Model Building and Training<\/strong>: Users can create, train, and fine-tune their models on the platform, utilizing Google&#8217;s robust computing resources.<\/li>\n<li><strong>Deployment and Prediction<\/strong>: Once models are ready, they can be deployed easily on Google&#8217;s cloud infrastructure to make them accessible for real-time predictions or batch predictions, depending on the application&#8217;s requirements.<\/li>\n<li><strong>Integrated Services<\/strong>: The platform is integrated with other Google Cloud services, enhancing its capabilities in data processing, storage, and machine learning model deployment.<\/li>\n<\/ul>\n<h3>Google&#8217;s Machine Learning Ecosystem<\/h3>\n<ul>\n<li><strong>Extensive Use of AI and Machine Learning<\/strong>: Beyond the AI Platform, Google integrates machine learning across its various services, including search (using AI to enhance search algorithms and understand user queries better) and content analysis (like in YouTube for video recommendations).<\/li>\n<li><strong>Research and Development<\/strong>: Google continues to be at the forefront of AI research, developing new algorithms and techniques that push the boundaries of what machine learning can achieve.<\/li>\n<li><strong>Tools and Resources<\/strong>: Google offers a range of tools and resources for developers and data scientists, such as Colab (for collaborative programming in Python), TensorFlow, and various AI and machine learning courses and certifications.<\/li>\n<\/ul>\n<h3>Strategic Benefits of Using Google AI Platform<\/h3>\n<ul>\n<li><strong>Scalability<\/strong>: Google&#8217;s infrastructure allows for scaling machine learning models to handle massive datasets and high request volumes effortlessly.<\/li>\n<li><strong>Advanced Technologies<\/strong>: Leveraging Google&#8217;s ongoing research and advancements in machine learning gives users access to cutting-edge technologies.<\/li>\n<li><strong>Community and Support<\/strong>: A vast community of users and comprehensive documentation help facilitate problem-solving and innovation.<\/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 ML better than AI?<\/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<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/files.oaiusercontent.com\/file-WCpXavrnVzievanNCKCQBSHC?se=2123-12-25T04%3A39%3A21Z&amp;sp=r&amp;sv=2021-08-06&amp;sr=b&amp;rscc=max-age%3D1209600%2C%20immutable&amp;rscd=attachment%3B%20filename%3DWebPilot_Logo.jpg&amp;sig=srB2\/\/6MMMj0T%2BNRuDljzYjCsYYMngBRcaSN%2BpX6tIs%3D\" alt=\"GPT\" width=\"80\" height=\"80\" \/>\nWebPilot\nTalked to gpts.webpilot.ai\n<p>The question of whether machine learning (ML) is better than artificial intelligence (AI) hinges on understanding that ML is actually a subset of AI. AI is a broader concept that involves creating intelligent machines capable of performing tasks that typically require human intelligence. ML, on the other hand, specifically involves teaching machines to learn from data, making predictions or decisions without being explicitly programmed to perform the task.<\/p>\n<h3>Comparison between AI and ML:<\/h3>\n<ol>\n<li><strong>Scope and Application<\/strong>:\n<ul>\n<li><strong>AI<\/strong>: Includes ML as part of its applications but also encompasses other areas such as robotics, natural language processing, and expert systems. AI can simulate general intelligence across a broad range of tasks.<\/li>\n<li><strong>ML<\/strong>: Focuses specifically on writing algorithms that can learn from and make predictions on data. ML is used extensively in systems where the development of explicit algorithms with good performance is difficult or infeasible.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Complexity and Capability<\/strong>:\n<ul>\n<li><strong>AI<\/strong>: Aims to create systems that can perform complex tasks such as driving cars, playing strategic games like chess, or automating customer support interactions.<\/li>\n<li><strong>ML<\/strong>: Deals primarily with specific tasks like classifying emails as spam or not, recommending products based on user behavior, or forecasting sales.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Approach<\/strong>:\n<ul>\n<li><strong>AI<\/strong>: Can be programmed to follow strict algorithms to perform tasks or use more flexible approaches like machine learning.<\/li>\n<li><strong>ML<\/strong>: Uses statistical methods to infer patterns and make decisions based on data.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>Which is &#8220;better&#8221;?<\/h3>\n<p>The determination of which is &#8220;better&#8221; depends on the application. ML is an integral part of AI and is suited for tasks where the goal is to make data-driven predictions or decisions. AI encompasses a broader range of technologies that not only include ML but also other methods that enable machines to perform tasks requiring human-like intelligence.<\/p>\n<p>In essence, ML is not &#8220;better&#8221; than AI; rather, it is a vital component of AI systems. The choice between AI and ML technologies depends on the specific needs of the project or application. For applications requiring the interpretation of complex data and making predictions, ML is indispensable. For broader applications needing varied intelligent responses and actions, AI&#8217;s wider toolkit offers more capabilities.<\/p>\n\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--label-6\" tabindex=\"0\" aria-controls=\"fl-accordion--panel-6\">Is TensorFlow a machine learning platform?<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#\" id=\"fl-accordion--icon-6\" tabindex=\"-1\"><i>Expand<\/i><\/a>\n\t\t\t\t\t<p>Yes, TensorFlow is indeed a machine learning platform. It is an end-to-end open-source platform for machine learning that has a comprehensive, flexible ecosystem of tools, libraries, and community resources that lets researchers push the state-of-the-art in ML, and developers easily build and deploy ML-powered applications.<\/p>\n<h3>Features of TensorFlow:<\/h3>\n<ul>\n<li><strong>Versatile<\/strong>: TensorFlow supports a wide array of tasks and is capable of running on both CPUs and GPUs. It can be used for research and production tasks, which makes it a versatile choice for different types of projects.<\/li>\n<li><strong>Scalability<\/strong>: TensorFlow provides robust capabilities for computation distribution, which allows it to scale the processing of large data sets and complex computations over many devices.<\/li>\n<li><strong>Deep Learning Support<\/strong>: TensorFlow excels particularly in deep learning and offers comprehensive tools and libraries for building and training neural networks. Its automatic differentiation capabilities, which allow for the easy implementation of backpropagation, are particularly valuable.<\/li>\n<li><strong>Ecosystem<\/strong>: Aside from its core data flow graph computation, TensorFlow also supports a variety of tools for model building and deployment, such as TensorFlow Lite for mobile and embedded deployment, and TensorFlow Extended (TFX) for end-to-end ML pipeline components.<\/li>\n<\/ul>\n<h3>Applications:<\/h3>\n<ul>\n<li><strong>Healthcare<\/strong>: TensorFlow has been used to develop applications that can help diagnose diseases, such as diabetic retinopathy, more effectively than traditional methods.<\/li>\n<li><strong>Automotive<\/strong>: Companies like Tesla and Uber use TensorFlow for their autonomous vehicle technology.<\/li>\n<li><strong>Voice\/Sound Recognition<\/strong>: Applications such as voice recognition and sound recognition are common uses of TensorFlow, being utilized in products like Google Assistant.<\/li>\n<\/ul>\n<h3>Comparison with Other Platforms:<\/h3>\n<ul>\n<li>While other platforms like PyTorch have gained popularity especially in academic and research settings due to their simplicity and dynamic computational graph, TensorFlow remains a top choice in industry settings due to its scalability and wide range of deployment options.<\/li>\n<\/ul>\n\n","protected":false},"excerpt":{"rendered":"<p>OUR EXPERTISE OUR EXPERTISE ML PLATFORMINGTALENT SOLUTIONS Our expertise in data recruitment uniquely positions us to understand the complexities of Machine Learning Platforming jobs. We recognize the importance of these positions in developing, managing, and optimizing the platforms that underpin successful ML operations. Our recruitment strategies are designed to identify professionals who are not only&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":28802,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","inline_featured_image":false,"footnotes":""},"class_list":["post-110401","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Machine Learning platforming Jobs &amp; Recruitment - Harnham<\/title>\n<meta name=\"description\" content=\"Find top Machine Learning Platforming jobs at Harnham. 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