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Remote Reinforcement Learning Jobs

Browse remote reinforcement learning positions — RL engineering, AI agent development, and reward model training roles at companies building autonomous AI systems.

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Remote worldwide
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Reinforcement Learning Engineer RL Researcher RLHF Engineer Robotics AI Engineer AI Agent Developer

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Jobs & Projects

Anthropic

Posted 10 hours ago

Research Engineer / Scientist, Pre-training

Anthropic

Remote-Friendly (Travel-Required) | San Francisco, CA | Seattle, WA | New York City, NY

Full-time
English
$500K – $850K / year
reinforcement learning machine learning python pytorch machine learning +4 more
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Harvey
Full-time
English
$230K – $340K / year
Open job
Turing

Posted 3 days ago

Senior DevOps & Infrastructure Engineer

Turing

Global - Remote

senior
Full-time
English
Open job
Celonis

Posted 4 days ago

Lead Applied Value Engineer - AI & Process Intelligence Consultant

Celonis

Remote, United Arab Emirates

lead
Full-time
English
Open job
CodeRabbit

Posted 4 days ago

Senior Applied AI Engineer

CodeRabbit

San Francisco

senior
Full-time
English
$200K – $300K / year
reinforcement learning generative ai langchain llm typescript +5 more
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LiveKit

Posted 4 days ago

Research Engineer (Reinforcement Learning)

LiveKit

North America

Full-time
English
$135K – $300K / year
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StackBlitz

Posted 5 days ago

Staff Applied AI Engineer

StackBlitz

Remote

staff
Full-time
English
reinforcement learning node.js machine learning prompt engineering llm +4 more
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Wayve

Posted 1 week ago

Staff Machine Learning Engineer, Robotics

Wayve

Sunnyvale, California USA

staff
Full-time
English
$370K – $420K / year
reinforcement learning machine learning python pytorch machine learning +2 more
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Turing

Posted 2 weeks ago

Product Manager

Turing

India - Remote

Full-time
English
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Motional

Posted 2 weeks ago

Senior Motion Planning Engineer - Safety-Layer

Motional

Boston, Massachusetts, United States; Las Vegas, Nevada, United States; Pittsburgh, Pennsylvania, United States; Remote U.S.

senior
Full-time
English
$172K – $229K / year
Open job

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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