10 часов назад
Research Scientist (Reinforcement Learning)
175 000 - 230 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Research Scientist (Reinforcement Learning): Designing, training, and deploying reinforcement learning policies for Atlas humanoid robots, combining whole-body movement and dexterous manipulation with an accent on simulation, control-stack integration, and production-quality software. Focus on building complex robotic behaviors, validating policies in Isaac Sim and MuJoCo, and debugging and iterating them directly on physical hardware.
Location: Waltham Office, United States
Salary: $175,000–$230,000 annually, plus an annual bonus structure.
Company
develops advanced humanoid robots and commercial robotics solutions for industrial, logistics, and warehouse applications.
What you will do
- Design, implement, and train reinforcement learning algorithms for whole-body mobile manipulation and bimanual manipulation tasks.
- Develop tested, documented, production-ready Python and C++ software.
- Build and use high-fidelity simulation environments such as Isaac Sim and MuJoCo to validate reinforcement learning policies.
- Integrate learned policies with Atlas’s control and software stack in collaboration with controls and platform teams.
- Deploy, debug, and iterate policies directly on physical Atlas hardware.
- Contribute to design reviews, experimental planning, and research direction.
Requirements
- MS or PhD in Computer Science, Machine Learning, Robotics, or a related field.
- Strong experience training and deploying reinforcement learning policies for complex behaviors in robots or simulated agents.
- Proficiency with modern machine learning frameworks, including PyTorch, TensorFlow, or RLlib.
- Strong foundations in algorithms, debugging, performance optimization, kinematics, dynamics, and robotics fundamentals.
- Excellent Python and C++ programming skills with experience contributing to production-scale software.
Nice to have
- PhD or equivalent research experience in reinforcement learning or robotic manipulation.
- Experience deploying reinforcement learning policies on physical robots.
- Experience developing locomotion, bimanual manipulation, or whole-body control behaviors.
- Contributions to large software projects or open-source machine learning and robotics frameworks.
- Publications in top-tier robotics or machine learning conferences such as CoRL, RSS, ICRA, or NeurIPS.
Culture & Benefits
- Direct access to humanoid robots and infrastructure for large-scale reinforcement learning experiments.
- Collaborative, mission-driven work focused on advancing real-world humanoid robotics.
- Medical, dental, and vision benefits.
- 401(k), paid time off, and an annual bonus structure.
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