Senior Manager, Autonomy Evaluation Apps

General Motors Company; Sunnyvale (CA); Ibrido; USD 296.000 - 454.000; Tempo pieno

Vantaggi offerti da questo lavoro

Health insurance

Retirement plan

Paid time off

Descrizione del lavoro

General Motors seeks a Senior Manager for Eval Applications to lead four teams focused on driving quality metrics for autonomous evaluation. You will set the roadmap, own staffing, and partner with engineers and executives to translate results into actionable decisions.

You will work with principal and staff engineers on methodology and guide AI-assisted development across the group, ensuring robust evaluation and release readiness.

Competenze

• 10+ years in autonomous systems, ML evaluation, or data platforms with decisions backed by analysis.
• 5+ years in people leadership across multiple teams.
• Record of hiring and developing strong managers and engineers.
• Owns strategy, roadmap, and execution for a technical area with measurable outcomes.
• Hands-on depth in evaluating ML/autonomy systems with metric design and statistical confidence.
• Strong stakeholder engagement and cross-functional collaboration.
• Proficient in Python and SQL within team environments.
• Ability to influence priorities without direct authority using trusted data.
• Turns ambiguous questions into clear plans for exec, engineering, and cross-functional audiences.
• Education: CS/Robotics/ML/Data Science at BS/MS/PhD or equivalent experience.

Mansioni

• Own the strategy, roadmap, and quarterly plans for Eval Applications aligned to AV milestones.
• Ensure evaluation results are trusted and used by partner teams and leadership.
• Close loop from observed driving to ranked problems and fixes with traceability to teams.
• Demonstrate regression sensitivity and track improvements from software or model changes.
• Set and monitor org-level measures of evaluation quality and impact.
• Maintain high technical standards through design reviews and testing.
• Explore new methods including VLM/LLM-based classification with human review.
• Turn results into clear recommendations for engineering and executive leadership.

Conoscenze

Autonomy systems

People leadership

Hiring and developing managers

Strategy ownership

Data-driven decisions

Stakeholder engagement

Python

SQL

Cross-functional collaboration

Executive communication

Formazione

Bachelor's, Master's, or PhD in Computer Science, Robotics, Engineering, ML or Data Science

Strumenti

Python

SQL

Descrizione del lavoro

General Motors seeks a Senior Manager for Eval Applications to lead four teams focused on driving quality metrics for autonomous evaluation. You will set the roadmap, own staffing, and partner with engineers and executives to translate results into actionable decisions.

You will work with principal and staff engineers on methodology and guide AI-assisted development across the group, ensuring robust evaluation and release readiness.