Senior Autonomy Behavior Validation Engineer
Core
Senior engineer building automated validation pipelines and agentic workflows to simulate and evaluate autonomous vehicle behavior and ML models at scale.
Role type
Senior IC software validation engineer (autonomous vehicles)
Builds
Automated validation pipelines, simulation-based ML evaluation tools, and agentic workflows for AV behavior analysis
Domain
Autonomous vehicles, machine learning, robotics simulation
Deliverable
production ML models | infrastructure
Required skills
Python, SQL, C++ (preferred), software engineering, data processing, backend services, AI agents, LLM-based tools, workflow orchestration, large dataset analysis
Preferred skills
robotics simulation environments, CI/CD automation, internal library development, dashboard creation (Looker, Jupyter)
Technologies
Python, SQL, C++, Looker, Jupyter
Responsibilities
Build validation critics and agentic workflows to automate scenario review; Drive simulation-based ML evaluation by evaluating deep learning modules in realistic sensor and traffic simulation; Translate validation strategies into production-quality code and automation pipelines; Ensure quality and reliability of behavior validation outputs through monitoring and automated checks; Provide cross-functional collaboration across Simulation, Safety, Systems Engineering, and Autonomy teams
Seniority
Senior, hands-on IC
