Software Engineer, Statistical Evaluation and Sampling
Core
Develop importance sampling techniques and build systems to optimize evaluation pipelines for discovering rare events in autonomous driving logs and simulations.
Role type
Software Engineer, Statistical Evaluation and Sampling
Builds
Automated evaluation pipelines for the Waymo Driver
Domain
Autonomous driving / Statistical analysis
Deliverable
production ML models
Required skills
Probability and statistics, C++, Python, SQL, Data processing pipelines, Code health and best practices
Preferred skills
C++ development, Sampling methods design, ML model training and evaluation, AV industry experience
Technologies
C++, Python, SQL
Responsibilities
Develop importance sampling techniques, Find signals in logs and simulations, Build systems to optimize multiple objectives under resource constraints, Collaborate with engineers and data scientists to deliver evaluation products, Champion code health in a large code base
Seniority
Mid-level, hands-on IC