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Senior Product Manager – Synthetic Data
General Motors. Define and execute the strategy and roadmap for enhancing trust in Synthetic Data used to create GM's next-generation autonomy .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in product management with a focus on enhancing trust in Synthetic Data for autonomy development. Proficient in driving cross-functional collaboration, establishing quality frameworks, and communicating complex technical information effectively.
Highest-signal resume keywords
Product Management ExperienceSynthetic Data GenerationSimulation PlatformsMachine Learning InfrastructureAutonomous Vehicles
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Product ManagementSynthetic Data GenerationSimulation PlatformsMachine Learning InfrastructureValidation WorkflowsKPI TrackingData-Driven CultureQuality FrameworksTechnical CommunicationRoadmap Development
Soft Skills
AccountabilityOwnershipNavigating AmbiguityBalancing User NeedsTransparent Communication
Certifications & Qualifications
Bachelor's Degree in EngineeringMBA or Master's Degree in Technical Discipline
Industry Keywords
Synthetic DataAutonomy DevelopmentCross-Functional CollaborationModel PerformanceDomain Adaptation
About the role
Key responsibilities & impact- Define and execute the strategy and roadmap for enhancing trust in Synthetic Data used to create GM's next-generation autonomy
- Drive innovation in utilizing and scaling Synthetic Data to provide training data and insights faster to autonomy development and validation teams
- Lead cross-functional efforts across Simulation, ML infrastructure, and Autonomy development
- Own the long-term product vision and strategic direction for increasing trust in Synthetic Data across GM
- Scale synthetic data production in quality and volume to establish it as a first-class data source in the training workflow
- Communicate technically complex information in an easy-to-understand narrative to stakeholders across GM
- Drive a data-driven culture and establish and monitor key metrics
- Establish quality frameworks and “is this good enough?” criteria
- Define and track KPIs demonstrating the impact of synthetic data on model performance and program outcomes
- Collaborate with product management, program management, design, engineering, infrastructure, and operations teams
- Report to the Warren, Michigan or Sunnyvale, California office at least three times per week
Requirements
What you’ll need- 5+ years product management experience
- Bachelor's degree in Engineering or related fields
- Solid understanding of the latest Simulation platforms, ML orchestration infrastructure, and validation workflows
- Ability to navigate ambiguity and drive projects forward without a clear path
- Strong sense of accountability and ownership
- Ability to balance user needs and expectations, technical requirements and constraints, and business objectives
- Demonstrated expertise in writing and ability to integrate vision, strategy, and technical details in a cohesive narrative
- Must not require GM immigration sponsorship now or in the future
- MBA or master's degree in a technical or engineering discipline (preferred)
- Experience working on Autonomous Vehicles, ML infrastructure, or large-scale simulation/testing (preferred)
- Exposure to synthetic data generation, simulation, or domain adaptation for perception or behavior models (preferred)
- Track record building trust with staff/principal engineers through transparent roadmaps and honest communication (preferred)
Benefits
Comp & perks- Bonus potential through an incentive pay program based on company, job-level, and individual performance
- Medical insurance
- Dental insurance
- Vision insurance
- Health Savings Account
- Flexible Spending Accounts
- Retirement savings plan
- Sickness and accident benefits
- Life insurance
- Paid vacation and holidays
- Tuition assistance programs
- Employee assistance program
- GM vehicle discounts