# Researcher, Synthetic RL
**Company:** [OpenAI](https://hotfix.jobs/companies/openai)
**Location:** San Francisco, CA
**Salary:** $295K-$445K
**Skills:** Reinforcement Learning, Machine Learning, Python, Statistical Analysis, Experiment Design, Synthetic Data, Self-Play, Simulators, Ai Training Pipelines, Research
**Posted:** 2026-01-09
> Develops novel reinforcement learning techniques using synthetic environments and feedback to enhance large-scale AI models. Designs experiments, analyzes dynamics, and integrates research into production systems; requires strong RL/ML background and engineering skills.
## Job Description
## In this role, you will:
- Research and develop reinforcement learning algorithms
- Design and run experiments to study training dynamics and model behavior at scale
- Collaborate with engineers and researchers to integrate successful approaches into model training pipelines

## You might thrive in this role if you:
- Have a strong background in reinforcement learning, machine learning research, or related fields
- Have strong engineering and statistical analysis skills
- Enjoy exploring new problem spaces where data, objectives, and evaluation are imperfect or evolving
- Are motivated by seeing research ideas influence real-world AI systems
**Apply:** https://hotfix.jobs/jobs/researcher-synthetic-rl-at-openai-1d48e4f7-9589-45b3-96ed-05276e32344e
**Canonical:** https://hotfix.jobs/jobs/researcher-synthetic-rl-at-openai-1d48e4f7-9589-45b3-96ed-05276e32344e