Senior Systems Data Scientist, Behavior Validation
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Job Location:
Mountain View, CA - USA
Monthly Salary:
Not Disclosed
Posted on:
5 days ago
Vacancies:
1 Vacancy
Job Summary
Job Description
Hybrid:This role is categorized as hybrid inoffice.Remote requires leadership override and approval.
Role
As a Senior Systems Data Scientist on the Behavior Validation team within the Autonomous Vehicle (AV) organization you will play a pivotal role inestablishingpragmatic data-backed methodologies for measuring trust and confidence in AV behavior validation results across both simulation and real-world road testing. Yourexpertisein data science and engineering will enable you to design and implement frameworks that correlate simulation and road-based outcomes simplify complex analytical methods and support production-ready analysis pipelines that inform AV launch and release decisions.
You will collaborate with cross-functional teamsincluding systems engineers safety stakeholders and AI developersto define confidence metrics create scalable validation strategies and ensure that AV behavior meets rigorous safety and performance standards.
About the Organization
The Autonomous Vehicle (AV) organization is dedicated to advancing the development of autonomous vehicles throughcutting-edgesimulation technologies and robust validation processes. The Behavior Validation team focuses on enabling software launches and continuous release decisions through data-driven verification and validation strategies. Our collaborative environment fosters innovation and excellence allowing us to push the boundaries of what is possible in AV testing.
WhatYoullDo
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.
Provideactionable insights through data visualization and reporting tools to inform decision-making for AV behavior validation.
Your Skills & Abilities
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.
Proficiencyin 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.
What Will Give You a Competitive Edge
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.
Strongtrack recordof cross-functional collaboration in high-stakesengineering environments.
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.)
General Motors is committed to being a workplace that is not only free of unlawful discrimination but one that genuinely fosters inclusion and belonging. We strongly believe that providing an inclusive workplace creates an environment in which our employees can thrive and develop better products for our customers.
All employment decisions are made on a non-discriminatory basis without regard to sex race color national origin citizenship status religion age disability pregnancy or maternity status sexual orientation gender identity status as a veteran or protected veteran or any other similarly protected status in accordance with federal state and local laws.
We encourage interested candidates to review the key responsibilities and qualifications for each role and apply for any positions that match their skills and capabilities. Applicants in the recruitment process may be required where applicable to successfully complete a role-related assessment(s) and/or a pre-employment screening prior to beginning employment. To learn more visit How we Hire.
Accommodations
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Required Experience:
Senior IC
Key Skills
- Laboratory Experience
- Mammalian Cell Culture
- Biochemistry
- Assays
- Protein Purification
- Research Experience
- Next Generation Sequencing
- Research & Development
- cGMP
- Cell Culture
- Molecular Biology
- Flow Cytometry
About Company
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