Remote Autonomy Metrics Manager – Subsystem Evaluation

General Motors Company; Sunnyvale (CA); Ibrido; USD 219.000 - 335.000; Tempo pieno

Vantaggi offerti da questo lavoro

Company vehicle program

Relocation benefits

Descrizione del lavoro

General Motors seeks a seasoned Manager of Subsystem Evaluation to lead a team of engineers and data scientists. You will own the metrics strategy, drive roadmaps, and ensure analyses connect driving outcomes to subsystem performance across perception, planning, and localization.

You will collaborate with autonomy teams and leadership to prioritize work, validate metrics against real driving data, and guide deployment decisions that improve safety and reliability.

Competenze

• 8+ years in autonomous systems, robotics, ML evaluation, or applied data science.
• 3+ years managing engineers or data scientists, including hiring and performance management.
• Deep knowledge of autonomy metrics and their limits, such as planner quality measures, detection and tracking metrics, and trajectory prediction metrics.
• Proficiency in production Python and SQL in team environments; comfortable reviewing designs and code.
• Ability to turn ambiguous questions and uncertain results into clear plans and recommendations for engineering and leadership.

Mansioni

• Set roadmap and quarterly plans for subsystem evaluation aligned with AV program milestones.
• Build metrics that weight subsystem errors by their effect on downstream driving decisions.
• Trace bad driving in simulation and road data back to subsystem interactions and measure impact on outcomes.
• Provide fast, trustworthy answers to whether software or models improved driving performance; enable regression detection and version comparisons.
• Lead with clear ownership, design reviews, and rigorous analysis while maintaining high technical standards.

Conoscenze

Autonomy metrics

Python

SQL

C++

Statistics

Root cause analysis

Leadership

Communication

Team building

Education background

Formazione

Bachelor's, Master's, or PhD in CS/Robotics/ML/Statistics/Data Science

Strumenti

Python

SQL

Descrizione del lavoro

General Motors seeks a seasoned Manager of Subsystem Evaluation to lead a team of engineers and data scientists. You will own the metrics strategy, drive roadmaps, and ensure analyses connect driving outcomes to subsystem performance across perception, planning, and localization.

You will collaborate with autonomy teams and leadership to prioritize work, validate metrics against real driving data, and guide deployment decisions that improve safety and reliability.