Tech Lead, Performance Evaluation
Core
Lead data science and ML engineering efforts to evaluate simulation test results, drive release and safety decisions, and develop automated methods for contextualizing autonomous vehicle data.
Role type
Senior Tech Lead, Data Science & Machine Learning
Builds
Automated data contextualization methods, simulation evaluation pipelines, and safety decision frameworks for autonomous vehicles
Domain
Autonomous vehicles, robotics, simulation data analysis
Deliverable
production ML models | dashboards & analysis
Required skills
High-dimensional simulation data analysis, ML prediction model building, algorithmic design, deep learning, Python, SQL, data analysis tools (Pandas, NumPy, Spark), database architecture, large dataset management, model validation and testing, technical mentorship
Preferred skills
Autonomous vehicles background, robotics, physics
Technologies
Python, SQL, Pandas, NumPy, Spark
Responsibilities
Evaluate simulation test results to drive release and safety decisions; Develop software and system requirements with cross-functional teams; Lead code quality activities including design and code reviews; Communicate analytical findings and model performance metrics to stakeholders; Provide technical guidance and mentorship to team members
Seniority
Senior, hands-on IC with leadership responsibilities
