1X · 7 months ago
Research Engineer, Reinforcement Learning
1X is a company focused on developing advanced humanoid robots for household use. They are seeking a Research Engineer in Reinforcement Learning to teach their robot, NEO, new capabilities through RL algorithms, ensuring safety and robustness.
Artificial Intelligence (AI)ManufacturingRobotics
Responsibilities
Full-stack engineering, from data engineering to model architecture design to shipping polished products
Train NEO to do a diverse set of manipulation and locomotion tasks
Close the sim2real gap between policies trained in simulation and real
Work with controls, QA, and data collection teams to ship RL policies to the production fleet
Deploy skills trained with RL into home environments
Qualification
Required
4+ years of Python programming experience
Strong empirical research abilities and a keen eye for spotting performance bottlenecks in RL training
Experience with tuning reward functions, hyperparameters and exploration strategies to solve complex tasks with deep RL
Experience with authoring environments and benchmarks in simulators like Mujoco, Pybullet, or Isaac Sim
Preferred
Advanced degree (MS or PhD) in Computer Science or related field
Published RL research in top ML conferences (NeurIPS, CoRL, RSS, ICML, etc.)
Have trained real-world quadruped or biped locomotion with RL
Robotics and control theory knowledge
Benefits
Stock options
Benefits
Company
1X
1X is an engineering and robotics company that develops humanoid robots designed to work alongside humans.
H1B Sponsorship
1X 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
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (16)
2024 (3)
2023 (1)
Funding
Current Stage
Growth StageTotal Funding
$136.49MKey Investors
EQT VenturesOpenAI Startup Fund
2025-07-07Series B
2024-01-11Series B· $99.94M
2024-01-11Secondary Market
Recent News
2025-12-28
eeNews Europe
2025-12-24
2025-12-17
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