Staff Software Engineer, Autonomous Vehicle Performance Metrics
Core
Define, design, and implement pipelines and software tools to measure, analyze, and report on autonomous vehicle performance metrics using Python.
Role type
Staff Software Engineer (Autonomous Vehicle Performance Metrics)
Builds
AV performance analysis pipelines, metrics software, and AI-powered tools for data visualization
Domain
Autonomous Vehicles / Data Engineering
Deliverable
production ML models
Required skills
Python, system design, data analysis, Git, technical strategy, cross-functional collaboration, documentation, mentorship
Preferred skills
AV/robotics experience, perception/prediction/planning/controls knowledge, statistical analysis, machine learning techniques, data visualization tools (Pandas, matplotlib, seaborn, Jupyter)
Technologies
Python, Git, Pandas, matplotlib, seaborn, Jupyter
Responsibilities
Define long-term technical roadmap for the team; Design and implement key pipelines to extract on-road and simulated events; Develop frameworks and AI-powered tools for calculating and visualizing metrics; Collaborate across systems, software, AI, controls, simulation, and validation teams; Ensure data quality and reliability; Document tools and share best practices; Mentor Senior Engineers and lead architectural reviews
Seniority
Staff, hands-on IC with strategic leadership and mentorship