5 дней назад
Principal Software Systems Engineer (Autonomy Behavior Validation)
238 700 - 365 700$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Principal Software Systems Engineer (Autonomy Behavior Validation) (Autonomous Vehicles/Simulation): Building a production-grade counterfactual simulation product that turns real incidents and simulation scenarios into auditable evidence for engineering, safety, and launch decisions with an accent on scene reconstruction, human-response modeling, and scalable validation workflows. Focus on designing alternate-policy evaluations, controlled scene perturbations, uncertainty characterization, and validating simulation results against real-world and closed-course evidence.
Location: Sunnyvale, California, United States
Salary: $238,700–$365,700 per year, plus bonus potential
Company
develops automotive products and 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 and attentive-human benchmarks.
- Convert real incidents and simulation events into executable, repeatable, provenance-preserving scenarios.
- Implement and validate human and other road-user response models, including perception, reaction timing, maneuver selection, and vehicle dynamics.
- Build scalable pipelines for parameter extraction, scene reconstruction, counterfactual swaps, fuzzing, simulation execution, and large-scale analysis.
- Establish validation methods covering replay, closed-course evidence, model limitations, confidence, traceability, and appropriate use of results.
- Lead cross-functional work across Behavior, Simulation, Safety, Human Factors, Legal, Product, and Operations.
Requirements
- Master’s degree in systems engineering, mechanical engineering, aerospace engineering, electrical engineering, computer science, robotics, human factors, or a related field.
- At least 10 years of professional experience in autonomous vehicles, robotics, vehicle development, simulation, systems engineering, human factors, or safety-critical validation.
- Experience evaluating autonomous vehicles for fleet, launch, supervised-release, 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, scenario generation, parameter sweeps, distributed execution, reproducibility, data quality, and fidelity/runtime/cost trade-offs.
- Strong Python, agentic workflow, communication, and cross-organizational technical leadership skills.
Nice to have
- Experience operationalizing attentive-human benchmarks using naturalistic driving data, human factors research, expert review, or experimentally grounded response models.
- Experience with traffic collision reconstruction, other road-user behavior, collision severity, injury risk, safety cases, 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.
- Experience developing engineers and leading technical communities.
Culture & Benefits
- Health, dental, and vision insurance options.
- Health Savings Account and Flexible Spending Accounts.
- Retirement savings plan, life insurance, and sickness and accident benefits.
- Paid vacation and holidays, tuition assistance, and employee assistance programs.
- GM vehicle discounts and performance-based incentive compensation.
Hiring process
- Applicants may be required to complete role-related assessments and pre-employment screening where applicable.
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