[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 and is seeking a Senior Machine Learning Engineer reputed company on Reinforcement Learning. In this role, you will design and implement RL algorithms that enhance robotic systems, collaborating with cross-functional teams to reputed company and improve performance.

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 6-8 weeks for birthing parents (12-14 weeks total)
• 401(k) retirement plan through reputed company
• Generous employee referral bonuses-help us grow reputed company!

reputed company

Company H1B Sponsorship