Senior Software Engineer, Quantitative Evaluations
Core
Develop signals and metrics to measure and improve the quality of Waymo's autonomous driving software stack using statistics, math, physics, and machine learning.
Role type
Senior IC software engineer (quantitative evaluations)
Builds
Evaluation products and metrics for the Waymo Driver
Domain
Autonomous driving / Robotics
Deliverable
production ML models
Required skills
Statistics, Math, Physics, Algorithms, Machine Learning, C++, Python, SQL, Data processing pipelines, Code health practices
Preferred skills
A/B experiment infrastructure, Metric validation in complex systems, Ad-hoc data analysis tools, AV industry experience
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; Champion code health in a large code base; Analyze data to improve metric quality and interpretability; Collaborate with engineers and data scientists to deliver evaluation products
Seniority
Senior, hands-on IC