Senior Software Engineer/Data Scientist, Large Model Evaluation

You will evaluate driving ML models through novel metrics and sampling methods to quantify trajectory quality.
Use creative simulation strategies to measure driving performance of generative models and identify edge cases.
Build end-to-end data pipelines for signal discovery, labeling, feature extraction, and metric computation at scale.
Analyze data to diagnose regressions, quantify performance gaps, and provide actionable insights for model development.
Collaborate with cross-functional teams of engineers and researchers to scope, validate, and deploy evaluation tools.
Apply ML fundamentals and software engineering best practices to deliver production-ready evaluation systems.