11 дней назад
Principal Software Engineer (Autonomy)
238 700 - 365 700$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Principal Software Engineer - Autonomy Behavior Validation (Counterfactual Simulation): Building a production-grade counterfactual simulation product that converts real incidents and simulation scenarios into auditable evidence for autonomous-vehicle engineering, safety, and launch decisions with an accent on scene reconstruction, human-response modeling, and scalable scenario evaluation. Focus on designing validation workflows, modeling road-user behavior and vehicle dynamics, quantifying uncertainty and severity, and establishing credible evidence for release recommendations.
Location: Sunnyvale, California, United States
Salary: $238,700–$365,700 per year, plus bonus potential
Company
develops automotive products and autonomous-driving technologies with a vision of zero crashes, zero emissions, and zero congestion.
What you will do
- Set the technical strategy and architecture for counterfactual behavior evaluation, including attentive-human benchmarks, intervention simulations, alternate-policy comparisons, and controlled scene perturbations.
- Convert real incidents and simulation events into executable, repeatable, provenance-preserving scenarios with characterized uncertainty.
- Implement and validate human and other road-user response models covering perception, reaction timing, maneuver selection, vehicle dynamics, and plausible outcomes.
- Build scalable pipelines for parameter extraction, scene reconstruction, counterfactual swaps, fuzzing, simulation execution, outcome estimation, and large-scale analysis.
- Define validation methods using baseline runs, replay, closed-course evidence, model limitations, confidence, and traceability to requirements.
- Lead collaboration across Behavior, Simulation, Safety, Human Factors, Legal, Product, and Operations to produce safety-case evidence and release recommendations.
Requirements
- Master’s degree in systems engineering, mechanical engineering, aerospace engineering, electrical engineering, computer science, robotics, human factors, or a related field.
- 10+ years of professional experience in autonomous vehicles, robotics, vehicle development, simulation, systems engineering, human factors, or safety-critical validation.
- Proven experience evaluating autonomous vehicles for commercial fleets, launches, supervised releases, or other high-consequence product decisions.
- Deep experience with counterfactual, replay, crash reconstruction, incident analysis, or comparable simulation-based evaluation capabilities.
- Experience with simulation evaluation at scale, including scenario generation, parameter sweeps, distributed execution, reproducibility, data quality, and fidelity-versus-runtime trade-offs.
- Strong Python and agentic workflow experience, plus technical leadership and communication across organizational boundaries.
Nice to have
- Experience operationalizing attentive-human benchmarks from naturalistic driving data, human factors research, expert review, or experimentally grounded response models.
- Traffic collision or incident reconstruction using vehicle logs, sensor data, maps, physical constraints, and other evidence.
- Experience with road-user behavior, collision severity, injury risk, risk quantification, safety cases, hazard analysis, or residual-risk decisions.
- Experience validating simulation fidelity against real drives, non-intervened events, closed-course tests, or other independent evidence.
- Experience translating legal or regulatory expectations into defensible reconstruction methods and documented claims.
Culture & Benefits
- Health, dental, vision, Health Savings Account, and Flexible Spending Account options.
- Retirement savings plan, sickness and accident benefits, and life insurance.
- Paid vacation and holidays, tuition assistance, and an employee assistance program.
- GM vehicle discounts and incentive compensation based on company performance, job level, and individual performance.
- Inclusive workplace focused on belonging, meaningful change, and equitable employment opportunities.
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