Staff Software Engineer, Autonomy Evaluation

General Motors; Augusta (ME); Remote; USD 140,000 - 210,000; Full time

Job summary

General Motors is seeking a seasoned professional to champion evaluation for autonomous driving software. The role focuses on defining metrics, partnering with autonomy, systems, simulation, and data teams to ensure data-driven decisions and scalable analytics.

You will own AV evaluation KPIs, present tradeoffs to stakeholders, and drive dashboards and pipelines to accelerate validated AV deployment across platforms.

Qualifications

• 7+ years of applied robotics or autonomous systems software experience.
• 3+ years leading evaluation of complex dynamic systems using ML on large time-series data.
• Production‑level Python development; strong C++ codebase experience.
• Cross‑functional leadership shaping strategy across teams.
• PhD, Masters, or Bachelor’s degree in Computer Science, Robotics, Mechanical or Aerospace Engineering, Machine Learning, or related field.

Responsibilities

• Define 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.

Skills

Robotics/Autonomous systems

ML-driven evaluation

Python production

C++ autonomy codebases

Cross-functional leadership

Education

Doctorate/Master/Bachelor in CS/Robotics/Engineering

Tools

ROS

SQL

Pandas/NumPy/SciPy

Visualization libraries

Job description

Remote/Hybrid

Remote - United States

Full time

JR-202611038

Job Description

General Motors is a global leader in advanced driver assistance. With Super Cruise hands-free technology in more than 500,000 Super Cruise-equipped vehicles on the road, and over 700 million hands‑free miles driven, GM is proving that automation can be trusted, intuitive, and helpful. GM has the global reach to bring cutting‑edge advances 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.

What You’ll Do

• 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 ability to work in large C++ autonomy codebases.

• Proven cross‑team technical leadership, including defining strategies adopted by multiple teams and influencing system and architecture decisions.

• PhD, Masters, orBachelor’s degree in Computer Science, Robotics, Mechanical or Aerospace Engineering, Machine Learning, ora relatedfield.

What Will Give You a Competitive Edge (Preferred Qualifications)

• Experience in autonomous driving or high-stakes field robotics; designing, running, and interpreting large‑scale simulation and field experiments.

• Deep familiarity with statistical modeling, experimental design, and hypothesis testing for autonomy evaluation; command of Pandas, NumPy, SciPy, and visualization libraries.

• Proficiencyin C++ and SQL, and experience shaping logging, data schemas, and evaluation pipelines for large‑scale autonomy testing.

• Experience working with ROS or other IPC, robotics stack logging, and with large-scale experiment databases, including designing or scaling evaluation platforms.

• Priordevelopment with computational geometry, linear algebra,PyTorch, and machine learning.

• Background in modeling agent interaction and owning or designing release gating criteria and processes for autonomy systems.

About GM

Our vision is a world with Zero Crashes, Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better, safer and more equitable for all.

Why Join Us

We believe we all must make a choice every day – individually and collectively – to drive meaningful change through our words, our deeds and our culture. Every day, we want every employee to feel they belong to one General Motors team.

Benefits Overview

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Non-Discrimination and Equal Employment Opportunities (U.S.)

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We are leading the change to make our world better, safer and more equitable for all through our actions and how we behave. Learn more about:

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Our Culture

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