Senior Research Engineer in Reinforcement Learning

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    "description": "<p><span style=\"color: rgb(0, 0, 0); font-family: Inter, sans-serif; font-size: 12pt\">InstaDeep, founded in 2014, is a pioneering AI company at the forefront of innovation. With strategic offices in major cities worldwide, including London, Paris, Berlin, Tunis, Kigali, Cape Town, New York, and San Francisco, InstaDeep collaborates with giants like Google DeepMind and prestigious educational institutions like MIT, Stanford, Oxford, UCL, and Imperial College London. We are a Google Cloud Partner and a select NVIDIA Elite Service Delivery Partner. We have been listed among notable players in AI, fast-growing companies, and Europe's 1000 fastest-growing companies in 2022 by Statista and the Financial Times. Our recent acquisition by BioNTech has further solidified our commitment to leading the industry.</span> <br><span style=\"color: rgb(0, 0, 0); font-family: Inter, sans-serif; font-size: 12pt\">Join us to be a part of the AI revolution!</span> <br><br><span style=\"font-family: Inter, sans-serif; font-size: 12pt; font-weight: bold\">The Team:</span></p>\n<p><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">The Applied AI team at InstaDeep creates optimization solutions for large scale real-world industrial problems. Each solution is built to be ready for full production use by our clients and it is the Applied AI team that owns all stages of this lifecycle: Within Applied AI, Research Engineering builds the AI optimization systems, MLOps sets up the training and inference infrastructure and the Software teams build graphical user interfaces and API servers. These teams work together to provide the end-to-end capabilities required to create scalable and high-performing optimization tools for the end user, all done 100% within InstaDeep. Our work spreads across many industries - from Energy to Logistics to Production Optimization, there are plenty of interesting topics!</span> <br><span style=\"font-family: Inter, sans-serif; font-size: 12pt; font-weight: bold\">What does a working day look like:</span></p>\n<ul>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Research Engineers at InstaDeep work closely with our clients to build a deep understanding of the use case and the constraints the operational experts face in their daily operations. One of the core responsibilities of a Research Engineer is then to translate this industrial knowledge into optimization problem statements.</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">On a daily basis, you will be working with your InstaDeep colleagues to brainstorm, prototype new research ideas and to iterate and improve on existing implementations by running large-scale experiments and deploying high-quality engineering. You will also have access to InstaDeep’s powerful compute resources (as of 2024 among the top 20 H100 GPU clusters), enabling you to efficiently train models and accelerate innovation.</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">There are also opportunities to engage in pre-sales activities and to support our Business Development team with your acquired unique combination of domain knowledge and AI expertise.</span></li>\n</ul>\n<p><br></p>\n<p><span style=\"font-family: Inter, sans-serif; font-size: 12pt; font-weight: bold\">Requirements:</span></p>\n<ul>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Several years of professional experience in AI Research, Applied AI/ML or Mathematical Optimization and / or track record of leading AI teams and large-scale projects</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Proven experience in software development in Python, ideally in projects with codebases of production-grade quality, multiple contributors and version control </span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Candidates must have the right to work in the UK. Visa sponsorship is not available for this role.</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Attendance in the office for 3 days a week mandatory, we do not offer remote roles</span></li>\n</ul>\n<p><br></p>\n<p><span style=\"font-family: Inter, sans-serif; font-size: 12pt; font-weight: bold\">Nice to have:</span></p>\n<ul>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Several years of professional experience in Reinforcement Learning and / or dealing with combinatorial optimization problems</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Hands-on experience in high-performance computing environments (Kubernetes, Ray etc.)</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Experience in pre-sales and business development</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Domain expertise in the industries of Supply Chain, Manufacturing, Aviation, Energy</span></li>\n</ul>\n<p><br></p>\n<p><span style=\"font-family: Inter, sans-serif; font-size: 12pt; font-weight: bold\">Benefits:</span></p>\n<ul>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Time to dedicate to personal development, as well as InstaDeep-provided education opportunities</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Long-term incentive stock plans</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Private Health insurance</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Monthly Gym allowance</span></li>\n</ul>\n<p><br></p>\n<p><br></p>",
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