General Motors · 1 month ago
Senior Systems Data Scientist, Behavior Validation
Mountain View, California, United States of America
Full-time
Hybrid
Mid, Senior Level
4+ years expGeneral Motors is a leader in automotive innovation, and they are seeking a Senior Systems Data Scientist for their Behavior Validation team within the Autonomous Vehicle organization. The role involves developing data-driven methodologies to measure trust in AV behavior validation, collaborating with cross-functional teams to ensure safety and performance standards are met.
AutomotiveElectric VehicleInformation ServicesManufacturingTransportation
Responsibilities
Develop and operationalize data-driven methodologies for measuring trust and confidence in AV behavior validation results
Establish correlation frameworks between simulation-based and road-based validation outcomes to ensure consistency and reliability
Simplify complex statistical and analytical methods into production-ready frameworks for AV behavior analysis
Design and implement scalable analysis pipelines that support continuous release decisions and AV launch readiness
Collaborate with engineering, safety, and AI teams to define confidence metrics and validation protocols
Provide actionable insights through data visualization and reporting tools to inform decision-making for AV behavior validation
Qualification
Required
Advanced degree in Data Science, Computer Science, Engineering, or related fields
4+ 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 (e.g., Jupyter, Looker, Tableau)
Ability to simplify complex analytical methods into practical frameworks for production environments
Excellent communication skills, capable of translating technical insights into clear, actionable recommendations
Preferred
Experience in autonomous vehicle development, ADAS systems, or robotics
Familiarity with simulation environments and large-scale data analysis
Proven ability to design confidence metrics and validation strategies for safety-critical systems
Experience building dashboards and visualization tools for decision-making
Strong track record of cross-functional collaboration in high-stakes engineering environments
Benefits
From day one, we're looking out for your well-being–at work and at home–so you can focus on realizing your ambitions.
Company
General Motors
General Motors is an automotive company that designs, produces, markets, and distributes vehicles and vehicle parts.
10001+ employees
H1B Sponsorship
General Motors has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (787)
2024 (740)
2023 (450)
2022 (795)
2021 (748)
2020 (452)
Funding
Current Stage
Public CompanyTotal Funding
$8.51BKey Investors
US Department of Energy
2025-05-05Post Ipo Debt· $2B
2024-10-31Grant· $8M
2024-07-11Grant· $500M
Leadership Team
Mary Barra
Chair and Chief Executive Officer
Tony Cervone
Senior Vice President, Global Communications
Recent News
2026-01-16
Company data provided by crunchbase