Staff Software Engineer, Autonomy Evaluation

Job Description General Motors is a global leader in advanced driverassistance. With Super Cruise hands-free technology in more than 500,000 Super Cruise-equipped vehicles on the road, and over 700 millionhands‑freemiles driven, GM is proving that automation can be trusted, intuitive, and helpful. GM has the global reach to bringcutting‑edgeadvances to everyday drivers at unprecedented scale. Join us to help deliver the next generation of safe and delightful personal autonomous vehicle experiences. About the Organization The Evaluation team builds and evolves the evaluation ecosystem that powers developing and scaling GM’s autonomous driving technology. We develop metrics, automated workflows, and analysis approaches that enable data-driven decisions across AV development and verification. Partnering with Autonomy, Simulation, Systems, and Safety teams, we act as system-level integrators and arbiters of end-to-end AV quality. We own large scale test scenario libraries, continuous evaluation pipelines, and critical risk assessment and release gating components, treating road testing, data mining, training, and metrics as first-class use cases in a unified analytics framework. By joining this team, you will help shape GM’s core evaluation platforms, turn system-level results into clear feedback, and help accelerate validated AV deployment at scale. WhatYou’llDo Define the strategy and architecture for metrics and analyses to evaluate autonomous driving software performance across the autonomy stack. Lead cross-functional efforts with autonomy, systems engineering, simulation, and data teams to embed evaluation into development workflows and release decisions. Invent and drive new statistical and ML methods, and ML introspection techniques, to quantify performance, detect regressions, and reveal patterns of system behavior at scale. Own and refine key AV evaluation metrics and KPIs used for readiness and safety decisions; synthesize and present results and tradeoffs to stakeholders; make insights readily available to partner teams through interactive dashboards. Your Skills and Abilities (Required Qualifications) 7+yearsapplied experience with robotics or autonomous systems software, spanning multiple subsystems fromperceptionthrough planning and control of the vehicle. 3+ years leading evaluation of complex dynamic systems using numerical and ML approaches on large-scale time series data. Proficiencydeveloping Python in production team environments; strong...

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