Senior Machine Learning Engineer, Driving Behaviors
$213,000–$263,000 year
HybridMountain View Santa Clara County, California, United States
Job Summary
Lead ML model development end-to-end for safety-critical driving behaviors to evaluate performance, safety, and scalability of the self-driving system. Design experiments to assess results and make data-driven decisions while finding new ways to gather and improve data quality for model enhancement. Integrate and deploy metrics and models on fleet-wide data, communicating benefits and limitations to partner teams. Operate effectively on both tactical and strategic timescales within the Systems Engineering team, blending software and hardware systems to validate vehicle performance.
Required Qualifications
- 5+ years ML modeling experience in production environments at large scale
- Solid understanding of physics, geometry, and dynamics
- Proficiency in C++ and Python
- Ability to learn and utilize new frameworks quickly, employing AI tools or otherwise
- Proven ability to work cross functionally with both Product and Engineering stakeholders
Desired Qualifications
- Experience working with ML models for autonomous systems
- Proficiency in SQL
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