Senior Reinforcement Learning Engineer

Added
6 days ago
Type
Full time
Salary
Salary not provided

Related skills

python pytorch jax distributed training rl
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πŸ“‹ Description

  • Implement and deploy state-of-the-art RL algorithms on humanoid robots (locomotion/manipulation)
  • Prototype in simulation and transfer/fine-tune policies on the robot.
  • Improve RL training pipelines for faster iteration and scalable distributed training.
  • Mentor junior engineers and share RL and software best practices.
  • Collaborate with robotics and hardware teams to diagnose system issues and enable complex learned
  • Analyze hardware results to guide direction and demonstrate progress on company objectives.

🎯 Requirements

  • 5+ years hands-on RL experience with frameworks like PyTorch or JAX and high-fidelity simulators
  • Strong Python for prototyping and C++ for performant deployments.
  • Experience with large-scale distributed training pipelines and optimization.
  • Theoretical understanding of modern RL, including imitation learning, model-based RL, and
  • Robotics dynamics and controls intuition; ability to apply principles to learning-based methods.
  • Results-oriented mindset with real-world hardware deployment spirit.

🎁 Benefits

  • Direct-hire role with opportunities to impact robotics products.
  • Collaborative, human-centered work environment in Advanced Technologies.
  • Professional growth through mentoring and code reviews.
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