Base: $218,800 to $335,300; bonus/equity: incentiv...
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Ml validation strategy
Ai validation critics
Llm-based agents
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Franmarbuscompany is seeking a Staff ML Validation Applied Scientist to join their Autonomous Vehicle organization. The role involves leading applied machine learning research to enhance the validation of ML components and autonomous driving behaviors, focusing on simulation-led methodologies.
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Job Summary
Lead applied machine learning research focused on improving verification and validation of ML components and autonomous driving behavior at scale.
Transform advanced ML research into working prototypes and production-grade validation services, including AI validation critics that automatically review model behavior, logs, and simulation traces to surface issues, regressions, and coverage gaps.
GM offers a variety of health and wellbeing benefit programs, including medical, dental, vision, retirement savings plan, and more.
Matching Summary
Match Score: 75
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Franmarbuscompany is seeking a Staff ML Validation Applied Scientist to join their Autonomous Vehicle organization. The role involves leading applied machine learning research to enhance the validation of ML components and autonomous driving behaviors, focusing on simulation-led methodologies.
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Salary
Base: $218,800 to $335,300; Bonus/Equity: Incentive pay program based on company, job level, and individual performance; Benefits: Health and wellbeing benefit programs
Skills & Requirements
Must-have
ML validation strategy
AI validation critics
LLM-based agents
Python and C++ proficiency
production systems over large datasets
ML for robotic systems evaluation
Nice-to-have
autonomous vehicles background
AI-assisted tooling impact
safety-critical ML tools
simulation environments experience
Key Requirements
8+ years experience
MS/PhD in CS, ML, Robotics, SE, Data Science
Python and C++
production systems experience
ML for robotic systems evaluation
AI agents, LLM-based tools, workflow orchestration