Safety Modeling Engineer – Collision Severity, Safety Impact Modeling
General Motors
full-time
Posted on:
Location Type: Hybrid
Location: Missouri • Texas • United States
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About the role
- Develop counterfactual models to estimate collision outcomes under different system and driver responses
- Build statistical, machine learning, and physics-informed models to estimate collision severity and risk
- Analyze large-scale driving and simulation datasets to generate severity metrics and safety benchmarks
- Build scalable modeling pipelines and data workflows
- Partner with cross-functional teams to translate modeling results into safety evaluation methodologies and decision-making
- Contribute to safety case evidence related to collision risk and severity
Requirements
- Bachelor’s or higher degree in Engineering, Data Science, Applied Mathematics, Physics, Computer Science, or related field
- Expertise in vehicle safety, safety impact assessment, injury risk assessment, safe system approaches, scenario-based testing, biomechanics, collision modeling, injury scales or related fields
- Strong proficiency in Python and SQL and data visualization
- Dev Ops and Infrastructure as Code: CI/CD, versioning, Docker & Kubernetes, GitHub, Jira, Jenkins, Poetry, Terraform
- Experience developing statistical or machine learning models using large datasets
- Experience with simulation-based analysis, safety analytics, or risk modeling
- Demonstrated ability to tackle technical challenges and propose maintainable solutions
- Strong analytical and problem-solving skills
- Ability to communicate technical results to cross-functional stakeholders.
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.
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
statistical modelingmachine learningcollision modelingdata visualizationPythonSQLsimulation-based analysisrisk modelinginjury risk assessmentphysics-informed models
Soft Skills
analytical skillsproblem-solving skillscommunication skills