Own the reliability triage framework for the AV software stack, defining how failures from simulation, CI, and on-road validation are detected, categorized, and escalated into actionable insights.
Perform deep debugging and root-cause analysis across autonomy software, ML pipelines, and system integrations, connecting failure symptoms to clear solution paths and corrective actions.
Design and evolve automated triage mechanisms and reliability taxonomies, improving regression detection, flakiness identification, and signal quality as the system and models evolve.
Build and govern reliability data pipelines, providing continuous visibility into stability trends, recurrence patterns, and systemic risks that impact release readiness.
Translate reliability findings into decision-grade communication, influencing prioritization, technical debt reduction, and release confidence in partnership with engineering, safety, and systems stakeholders.
Requirements
Strong proficiency in Python and SQL for automation, analysis, and data pipelines
Proven experience with CI/CD systems (GitHub Actions, Jenkins, GitLab, or equivalent)
Hands-on experience implementing ETL/ELT pipelines for reliability, quality, or system health monitoring
Solid understanding of reliability engineering concepts, including regression tracking, flakiness detection, and failure classification
Strong analytical and cross-stack debugging skills in large-scale software systems
Experience integrating simulation, HIL, or system-level test signals into automated analysis workflows
Track record of effective cross-functional collaboration across engineering, QA, and platform teams
Ability to operate autonomously in high-ambiguity, safety-critical environments
Excellent communication skills for presenting data-driven reliability insights to engineering and technical leadership
Bachelor’s, Master’s, or PhD in Computer Science, Electrical Engineering, Robotics, or a related field—or equivalent experience.
Tech Stack
ETL
Jenkins
Python
SQL
Benefits
GM offers a variety of health and wellbeing benefit programs.
Benefit options include medical, dental, vision, Health Savings Account, Flexible Spending Accounts, retirement savings plan, sickness and accident benefits, life insurance, paid vacation & holidays, tuition assistance programs, employee assistance program, GM vehicle discounts and more.