Dexmate ยท 21 hours ago
Reinforcement learning engineer
Santa Clara Office
Full-time
Onsite
Mid, Senior LevelDexmate is seeking Reinforcement Learning experts to develop and deploy cutting-edge RL algorithms that enhance their robots' capabilities. The role involves designing and implementing reinforcement learning algorithms, optimizing training pipelines, and collaborating with robotics engineers to integrate models into production systems.
Electronic Design Automation (EDA)Robotic Process Automation (RPA)Robotics
Responsibilities
Design and implement reinforcement learning algorithms for various robotics tasks
Develop and optimize RL training pipelines in both simulation and real-world environments
Collaborate with robotics engineers to integrate RL models into production systems
Conduct experiments to evaluate and improve algorithm performance
Scale training infrastructure for efficient learning across multiple robots
Qualification
Required
Strong experience with reinforcement learning (PPO, SAC, TD3, DDPG, etc.)
Hands-on experience with robotics systems (simulation or real robots)
Proven track record applying RL to manipulation, locomotion, or navigation tasks
Proficiency in Python and deep learning frameworks (PyTorch, TensorFlow, JAX)
Strong understanding of robot kinematics, dynamics, and control
Experience with GPU-based simulation such as Isaac Gym, Isaac Lab, SAPIEN, etc
Preferred
Experience with distributed RL training systems
Experience with sim-to-real transfer techniques
Publications in robotics or RL conferences (CoRL, ICRA, RSS, NeurIPS, ICLR, ICML, etc.)
Company
Dexmate
Dexmate is a robotics startup developing general-purpose mobile robots with manipulation capabilities.
Founded in 2024
2-10 employees
H1B Sponsorship
Dexmate has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
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Distribution of Different Job Fields Receiving Sponsorship
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Trends of Total Sponsorships
2025 (1)
Funding
Current Stage
Early StageRecent News
EIN Presswire
2025-10-22
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