Senior Autonomy Controls Engineer – Learning-based Control

Senior Autonomy Controls Engineer at Teleo in Palo Alto, California. This role focuses on transitioning vehicle control from manually tuned MPC to learning-driven policies, reducing dependence on hand-tuned parameters, and integrating learned controllers safely.

Skills and focus areas

• vehicle dynamics
• system identification
• test plan generation
• real-world data collection
• data analysis
• learning-based control
• imitation learning
• reinforcement learning
• hybrid mpc + learning
• data-driven methods
• classical control
• state estimation