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Remote Reinforcement Learning Jobs
Browse vetted remote reinforcement learning positions — RL engineering, AI agent development, and reward model training roles at companies building autonomous AI systems.
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Posted 4 days ago
Database Research Scientist
ClickHouse Labs is an applied research group that works closely with engineering teams to identify challenging problems in database systems and develo...
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Posted 4 days ago
Member of Technical Staff, New Grad (BS/MS)
About Us:Fireworks is the platform for specialized intelligence, enabling companies to build, train, and serve AI models tailored to their own data, w...
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Posted 5 days ago
Applied Machine Learning Engineer
About Us:Fireworks is the platform for specialized intelligence, enabling companies to build, train, and serve AI models tailored to their own data, w...
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Posted 5 days ago
Applied Machine Learning Engineer, EMEA
About Us:Fireworks is the platform for specialized intelligence, enabling companies to build, train, and serve AI models tailored to their own data, w...
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Posted 5 days ago
Machine Learning Scientist/Engineer
Before the detail, here's the challenge you'd help us solve.We build the embodied intelligence that moves real vehicles safely, and the ecosystem a bi...
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Posted 5 days ago
Principal Research Scientist, Robot Foundation Models
Before the detail, here's the challenge you'd help us solve.We build the embodied intelligence that moves real vehicles safely, and the ecosystem a bi...
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Posted 6 days ago
Technical Lead Manager - Training Runtime, Data(set) Movement
About the TeamTraining Runtime builds the distributed systems that power OpenAI's largest model training runs - most recently GPT-5.5! The Data Moveme...
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Posted 6 days ago
Software Engineer, Infrastructure - Analytics Platform
About the TeamThe Platform Analytics team builds the systems OpenAI researchers use to understand the quality and behavior of the models we train incl...
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Posted 6 days ago
Member of Technical Staff - RL Environments
Who are we?Cohere is the leading security-first enterprise AI company. We build cutting-edge foundation AI models and end-to-end products that are de...
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Posted 1 week ago
Strategic Project Lead - Code
About Turing Turing’s mission is to accelerate superintelligence to drive real economic progress. Headquartered in San Francisco, Turing works with fr...
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Role guide
What to expect in remote Reinforcement Learning jobs
Reinforcement learning is one of the most specialised areas in AI engineering. Remote RL jobs involve designing and training agents using policy gradient methods, Q-learning, and model-based RL — often for game AI, robotics, autonomous systems, or RLHF fine-tuning of LLMs. Strong RL engineers combine theoretical understanding with production implementation experience.
What you'll work on
- Train RL agents for game AI, simulation, or autonomous decision-making systems
- Implement RLHF pipelines for fine-tuning language models on human preferences
- Design reward functions and environment interfaces for custom RL training
- Build multi-agent RL systems for complex interaction and strategy problems
What companies look for
- Deep RL algorithm knowledge — PPO, SAC, DQN, DDPG, or model-based RL
- Environment design and gym-compatible interface development
- RLHF experience — preference data collection, reward modelling, PPO fine-tuning
Frequently asked questions
What remote reinforcement learning jobs exist at AI companies?
Primarily RL engineers at robotics or autonomous systems companies, RLHF engineers at LLM companies fine-tuning models, and AI agent researchers. These are specialised and competitive roles.
Do RL remote jobs require a research background?
Senior RL roles often prefer research experience. Applied RL positions (RLHF, game AI, simulation) focus more on implementation and engineering. Deep learning fundamentals are required for all RL roles.
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