Staff Reinforcement Learning Research Engineer
Boston Dynamics · United States · 1mo ago
Do you want to build the scalable reinforcement learning framework that powers the next generation of humanoid and quadruped robots? As a Staff RL Research Engineer, you'll own the RL stack, including massively parallel simulation, domain randomization, policy optimization, and on-robot deployment. Your job is to make the pipeline fast, reliable, and reproducible. You'll work alongside world-class engineers and scientists pushing the boundaries of whole-body control and dexterous manipulation.
In this role, you will:
Implement on-policy and off-policy learning algorithms
Scale GPU-accelerated simulation to generate millions of samples per second
Crack sim-to-real to produce policies that transfer to the physical robot
Integrate RL with VLAs to fine-tune and distill large multimodal policies
Make deployment easy, fast, and reproducible
Build visualization tools that enable data-driven research
Required Qualifications
MS with 3+ years of experience, or PhD, in ML, Robotics, or a related field
Deployed policies on physical robots with attention to latency, robustness, and safety
Expertise with RL toolboxes (RSL-RL, CleanRL, RLlib, Stable Baselines)
Expertise with simulation and rendering tooling (Isaac Lab, MuJoCo, MjWarp, MjLab)
Proficient in PyTorch and/or JAX, plus inference runtimes (ONNX, Triton, TensorRT)
Solid software fundamentals: Bazel, monorepos, Docker, CI/CD
The ideal candidate has:
Built production-grade RL training pipelines
Deep knowledge of GPU-accelerated physics simulation
Applied RL to humanoid locomotion, whole-body control, or dexterous manipulation
Worked on sim-to-real transfer, domain randomization, or system identification
Experience with heterogeneous compute clusters and Kubernetes
Why join us?
Ownership of the company wide RL tools powering all of our robots
Direct access to the compute infrastructure to run large-scale experiments
The chance to help define what’s possible in real-world robotics
The salary or hourly pay range for this position will be clearly stated in the job posting as required by Massachusetts law. The base pay range for this position is between $155,284.34- $200,000. Base pay will depend on multiple individualized factors including, but not limited to internal equity, job related knowledge, skills and experience. This range represents a good faith estimate of compensation at the time of posting. Boston Dynamics offers a generous Benefits package including medical, dental vision, 401(k), paid time off and an annual bonus structure. Additional details regarding these benefit plans will be provided if an employee receives an offer for employment.