Senior Manager - AV Evaluation
Core
Lead strategy, roadmap, and execution for GM's autonomous vehicle evaluation ecosystem, integrating metrics, infrastructure, and analysis to validate AV quality and support release decisions.
Role type
Senior Manager, Autonomy Evaluation
Builds
Large-scale evaluation infrastructure, data pipelines, workflow orchestration, and analytics platforms for AV development.
Domain
Autonomous driving, robotics, data analytics, machine learning evaluation
Deliverable
production ML models | infrastructure | dashboards & analysis
Required skills
Strategic planning, cross-functional leadership, system design, statistical analysis, machine learning methods, Python/C++, data pipeline architecture, risk assessment, stakeholder management
Preferred skills
Autonomous driving experience, sensor data analysis (camera/lidar/radar), SQL, ROS, computational geometry, PyTorch, AI-assisted analytics
Technologies
Python, C++, SQL, PyTorch, ROS, VLMs, LLMs
Responsibilities
Own strategy and roadmap for evaluation business areas; define end-to-end evaluation strategy for autonomy performance; drive cross-functional alignment with Autonomy, Simulation, and Safety teams; oversee ML evaluation approaches for perception, prediction, and planning; guide development of statistical and ML methods for performance quantification; maintain high technical bar through code review and engineering best practices; drive scalable evaluation infrastructure development; translate system-level results into feedback for engineering and leadership; build and lead high-performing engineering organizations; establish org-level goals and KPIs; resolve complex cross-team conflicts.
Seniority
Senior, hands-on IC with people leadership
