6 дней назад
Senior Systems Data Scientist, Behavior Validation (Autonomous Vehicles)
148 000 - 226 200$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Systems Data Scientist, Behavior Validation (Autonomous Vehicles) (Python/SQL): Building data-driven validation methodologies, simulation-to-road correlation frameworks, and production-ready analysis pipelines for autonomous vehicle behavior with an accent on statistical modeling, confidence estimation, and safety-critical validation. Focus on designing scalable metrics and dashboards that support AV launch readiness and continuous release decisions.
Location: Sunnyvale, California; hybrid/remote categorization
Salary: $148,000–$226,200 base compensation annually; incentive bonus potential may apply.
Company
develops automotive products and autonomous vehicle technologies with a focus on safety, emissions reduction, and mobility.
What you will do
- Develop and operationalize data-driven methodologies for measuring trust and confidence in autonomous vehicle behavior validation results.
- Establish correlation frameworks between simulation-based and real-world road validation outcomes.
- Convert complex statistical and analytical methods into production-ready frameworks.
- Design scalable analysis pipelines supporting continuous release decisions and AV launch readiness.
- Define confidence metrics and validation protocols with engineering, safety, and AI stakeholders.
- Provide actionable insights through data visualization and reporting tools.
Requirements
- Advanced degree in Data Science, Computer Science, Engineering, or a related field.
- 5+ years of experience in data science and analytics, preferably in safety-critical or complex systems domains.
- Strong background in simulation-to-road correlation, statistical modeling, and confidence estimation.
- Proficiency in Python, SQL, and data visualization tools such as Jupyter, Looker, or Tableau.
- Ability to simplify complex analytical methods into practical production frameworks.
- Excellent communication skills for translating technical insights into actionable recommendations.
Nice to have
- Experience with autonomous vehicle development, ADAS systems, or robotics.
- Familiarity with simulation environments and large-scale data analysis.
- Experience designing confidence metrics and validation strategies for safety-critical systems.
- Experience building dashboards and visualization tools for decision-making.
- Cross-functional collaboration experience in high-stakes engineering environments.
Culture & Benefits
- Collaborative work with systems engineering, safety, and AI teams.
- Medical, dental, and vision coverage, plus Health Savings Account and Flexible Spending Account options.
- Retirement savings plan, life insurance, and sickness and accident benefits.
- Paid vacation and holidays, tuition assistance, and employee assistance programs.
- GM vehicle discounts and additional health and wellbeing benefits.
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