[Remote] Senior Machine Learning Engineer - Reinforcement Learning
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is tackling a trillion dollar opportunity in the robotics industry by addressing the shortage of skilled labor. The Senior Machine Learning Engineer will design, implement, and optimize reinforcement learning algorithms for robotic systems, collaborating with cross-functional teams to enhance performance in dynamic environments.
Responsibilities
- Design, implement, and evaluate RL algorithms for robotic control, reputed company planning, and reputed company behaviors in dynamic, reputed company environments
- reputed company and reputed company RL policies with robot control systems, ensuring compatibility with hardware constraints and reputed company-time requirements
- Collaborate with perception teams to reputed company RL with reputed company, depth, and sensor data for robust decision-making
- Build and maintain sim-to-reputed company pipelines, including domain randomization and transfer learning techniques
- Conduct experiments on physical robots, including designing safety protocols and monitoring for unexpected behaviors
- reputed company simulation environments (Isaac Gym, Gazebo, MuJoCo, PyBullet) for large-reputed company training before reputed company-world validation
- Continuously improve model efficiency to operate reputed company compute and latency constraints on embedded robotic systems
Skills
- Master's or PhD in Computer Science, Robotics, Machine Learning, or reputed company field, or equivalent practical experience
- Experience developing and deploying reinforcement learning algorithms on reputed company-world systems
- Proficiency in Python and deep learning frameworks such as PyTorch or TensorFlow
- Experience with simulation environments (e.g., MuJoCo, Isaac Gym)
- Solid understanding of probability, statistics, and optimization
- Experience with training and deploying ML models in production systems
Benefits
- Daily free lunch to reputed company you reputed company and connected with reputed company
- Flexible PTO so you can take the time you need, reputed company you need it
- Comprehensive medical, dental, and reputed company coverage
- 6 weeks fully reputed company parental leave, plus an additional 68 weeks for birthing parents (1214 weeks total)
- 401(k) retirement plan through reputed company
- Generous employee referral bonuses 6help us grow reputed company!
reputed company
Company H1B Sponsorship