Senior RL Research Scientist jobs in United States
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DeepRec.ai · 1 week ago

Senior RL Research Scientist

DeepRec.ai is a frontier AI company focused on building systems that can act in the physical world. They are seeking a Senior RL Research Scientist to design and deploy reinforcement learning systems that control complex tools and optimize multi-step processes, working closely with teams in machine learning and systems engineering.

Hiring Manager
Ben Reavill
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Responsibilities

Build RL environments for tool control, workflow optimization, and long-horizon decision-making
Develop safe and constrained RL methods, verifier-driven rewards, and offline to online training pipelines
Create state/action representations and evaluation frameworks for reliable policy behavior
Work with cross-functional researchers and engineers to deploy RL agents into real workflows

Qualification

Reinforcement LearningOptimal ControlSequential Decision-MakingSafe/Constrained RLSimulation ExperienceCollaboration SkillsProblem-Solving Skills

Required

Strong background in RL, optimal control, or sequential decision-making
Experience applying RL to complex simulated or physical systems
Familiarity with safe/constrained RL, verifiers, or advanced evaluation pipelines
Ability to design environments, rewards, and diagnostics at scale
Comfort working across ML, simulation, and systems interfaces

Company

DeepRec.ai

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Funding

Current Stage
Growth Stage

Leadership Team

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Hayley Killengrey
Co-Founder and Managing Director USA
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Company data provided by crunchbase