ML Validation Research Engineer Early Career
Share
Job Location:
Sunnyvale, CA - USA
Monthly Salary:
Not Disclosed
Posted on:
Yesterday
Vacancies:
1 Vacancy
Job Summary
Job Description
Key Responsibilities
- Prototype research concepts into performant tools integrated into CI/CD and large-scale validation pipelines.
- Develop AI-tools to improve performance monitoring and observability for autonomous vehicle stack
- Advance ML research for open and and closed loop simulation validation.
- Develop AI-centric automations to make issue triage and root cause analysis more scalable
- Develop scenario generation coverage-guided testing and rare-event discovery tooling.
- Create robust metrics predictors uncertainty and Out-of-Distribution detection methods for autonomy ML systems.
- Evaluate deep learning modules across perception prediction and planning in realistic sensor and traffic simulation.
- Improve behavioral coverage and hazard-aligned metrics used in release readiness decision making.
- Collaborate with Simulation Safety Systems Engineering and cross-functional partners.
- Author technical documentation white papers and contribute to validation methodology standards.
Research Focus Areas
- Scenario synthesis (diffusion models generative models counterfactuals)
- Coverage-based and fuzzing-based evaluation for autonomy behavior
- Uncertainty estimation calibration conformal prediction OOD detection
- Robustness testing and perturbation frameworks
- Test suite prioritization failure mining and regression analysis
Required Qualifications
- or MS in ML Robotics Computer Science or work related experience
- Strong proficiency in Python PyTorch/JAX/TensorFlow
- Demonstrated ability to translate complex ML research ideas into functional prototypes
- Experience integrating ML evaluation into CI/CD pipelines
- Proven research impact through published work internal tools or patents
- Strong communication skills and ability to collaborate cross-functionally
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
From day one were looking out for your well-beingat work and at homeso you can focus on realizing your ambitions. Learn how GM supports a rewarding career that rewards you personally by visiting Total Rewards resources.
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
General Motors offers opportunities to all job seekers including individuals with disabilities. If you need a reasonable accommodation to assist with your job search or application for employment email us or call your email please include a description of the specific accommodation you are requesting as well as the job title and requisition number of the position for which you are applying.
Required Experience:
IC
Key Skills
- Python
- SOC
- Debugging
- C/C++
- FDA Regulations
- Minitab
- Technical Writing
- GAMP
- OS Kernels
- Perl
- cGMP
- Manufacturing
About Company
GM is home to Chevrolet, Buick, GMC & Cadillac and has been leading the auto industry for over a century. See how we create a vehicle for every drive.
