Senior Software Systems Engineer - Autonomous Vehicles
Core
Designing, implementing, and maintaining robust processes for evaluation and validation of autonomous vehicle software and end-to-end ML stacks.
Role type
Senior Software Systems Engineer (Autonomous Vehicle Validation)
Builds
Scalable testing and simulation frameworks for test generation, execution, data collection, and reproducible analysis.
Domain
Autonomous Vehicles / Machine Learning / Simulation
Deliverable
production ML models
Required skills
Python programming, testing framework design, simulation framework implementation, root-cause analysis, systems engineering, data analysis, end-to-end ownership
Preferred skills
Autonomous vehicle experience, statistical methods for product evaluation, verification and validation, test automation
Technologies
Python, GitHub, Jira
Responsibilities
Define AV evaluation and validation processes from concept through implementation; Design and implement scalable testing and simulation frameworks; Provide hands-on implementation of infrastructure and data solutions to assess confidence in AV performance; Develop methods to evaluate simulation validity and sim-to-real correlation; Proactively scope metrics and analytical methods to improve evaluation workflows; Contribute to automated triage and root-cause analysis strategies; Articulate insights and recommendations to engineers and technical leaders; Define and maintain scalable processes to identify and improve evaluation KPIs.
Seniority
Senior, hands-on IC
