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Senior Research Engineer – Reinforcement Learning
InstaDeep LtdSenior Research Engineer in Reinforcement Learning at InstaDeep creating solutions for real-world industrial problems. Collaborating with clients and teams to optimize AI systems and enhance innovation.
Tech Stack
Tools & technologiesKubernetesPythonRay
About the role
Key responsibilities & impact- 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.
- 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.
- 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.
Requirements
What you’ll need- 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
- Proven experience in software development in Python, ideally in projects with codebases of production-grade quality, multiple contributors and version control
- Candidates must have the right to work in the UK. Visa sponsorship is not available for this role.
- Several years of professional experience in Reinforcement Learning and / or dealing with combinatorial optimization problems (Nice to have)
- Hands-on experience in high-performance computing environments (Kubernetes, Ray etc.) (Nice to have)
- Experience in pre-sales and business development (Nice to have)
- Domain expertise in the industries of Supply Chain, Manufacturing, Aviation, Energy (Nice to have)
Benefits
Comp & perks- Time to dedicate to personal development, as well as InstaDeep-provided education opportunities
- Long-term incentive stock plans
- Private Health insurance
- Monthly Gym allowance
ATS Keywords
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Hard Skills & Tools
AI ResearchApplied AIMachine LearningMathematical OptimizationSoftware DevelopmentPythonReinforcement LearningCombinatorial OptimizationHigh-Performance ComputingVersion Control
Soft Skills
CollaborationProblem SolvingCommunicationLeadershipBrainstormingPrototypingIterative ImprovementClient EngagementBusiness Development