Software Engineer, Quantitative Evaluations
Core
Develop signals and metrics to measure and improve the performance and driving qualities of the Waymo autonomous driver using statistics, math, physics, and machine learning.
Role type
Quantitative evaluation software engineer
Builds
Evaluation products and metrics for the Waymo Driver software stack
Domain
Autonomous driving / Quantitative analysis
Deliverable
production ML models | dashboards & analysis
Required skills
Statistics, Math, Physics, Algorithms, Machine Learning, Data processing pipelines, Code health, Large codebase navigation
Preferred skills
C++, A/B experiment infrastructure, Metric validation in complex systems, Ad-hoc data analysis tools
Technologies
C++, Python, SQL
Responsibilities
Develop signals to measure performance and driving qualities; Use simulation and real-world logs to measure driving performance; Design methods to connect software changes to simulated outcomes; Analyze data to improve metric quality and interpretability; Collaborate with engineers and data scientists to deliver evaluation products