Senior Software Engineer, Metrics and Evaluation - Autonomous Vehicles
Core
Develop novel evaluation methodologies and metrics to enable rapid debugging, testing, and evaluation of Autonomous Vehicle planning and control algorithms.
Role type
Senior IC software engineer (metrics and evaluation)
Builds
Data-driven evaluation products combining on-road driving analysis, large-scale simulation, models, and dashboards
Domain
Autonomous Vehicles / Robotics
Deliverable
production ML models
Required skills
Python, Pandas, Numpy, Scipy, Matplotlib, Git, Linux/Unix, Experiment Design, Data Science
Preferred skills
C++, On-board planning algorithms, Precision/Recall evaluation, Vehicle simulation, Path planning, Vehicle control, Drive-by-Wire systems, Self-driving technologies, Bazel, Monorepo
Responsibilities
Define and develop metrics for debugging and testing AV software; Build evaluation products using simulation and on-road data; Collaborate with ML engineers and roboticists; Develop software testing strategies
Seniority
Senior, hands-on IC
