Senior ML/RL Engineer - Behavior Planning for Autonomy

Bot Auto; San Francisco (CA); On-site; USD 120,000 - 160,000; Full time

Benefits offered by this job

Comprehensive health insurance

Paid time off

Performance bonuses and equity opportunities

Job summary

Bot Auto is seeking a Senior ML/RL Engineer to drive the development of our behavioral architecture for autonomous trucks. The role involves pioneering simulation to real-world applications and ensuring our systems operate with exceptional safety and precision.

The ideal candidate has strong experience in deep RL algorithms and proficiency in Python and PyTorch. Bot Auto offers competitive salaries, performance bonuses, and comprehensive health benefits.

Qualifications

• Proven track record of training and deploying deep RL algorithms for complex systems.
• Strong understanding of modern deep learning architectures and optimization techniques.
• Ability to diagnose and solve challenges in RL training.

Responsibilities

• Develop and train policies simulating realistic driving behaviors.
• Lead research and implement advanced RL algorithms with safety constraints.
• Design robust reward functions and evaluation metrics.
• Optimize large-scale training environments for complex multi-agent scenarios.
• Advance neural architectures for spatial reasoning and planning.
• Collaborate with Simulation and Planning teams to integrate models.

Skills

Professional RL Experience

Technical Mastery in Python and PyTorch

Scientific Intuition in RL training

Education

MS or PhD in Computer Science, Robotics, or related quantitative field

Job description

Bot Auto is seeking a Senior ML/RL Engineer to drive the development of our behavioral architecture for autonomous trucks. The role involves pioneering simulation to real-world applications and ensuring our systems operate with exceptional safety and precision.

The ideal candidate has strong experience in deep RL algorithms and proficiency in Python and PyTorch. Bot Auto offers competitive salaries, performance bonuses, and comprehensive health benefits.