Technical Lead, Evaluation Infrastructure
Core
Building metrics frameworks, evaluation pipelines, and analysis products to turn on-road and simulation logs into actionable insights for L4 autonomous driving deployment.
Role type
Senior IC Technical Lead, Evaluation Infrastructure
Builds
Unified metrics, evaluation, and validation platform for autonomy iteration and safety validation
Domain
Autonomous driving / Robotics / AI Infrastructure
Deliverable
production ML models | infrastructure
Required skills
Distributed systems, large-scale data and ML evaluation pipelines, metrics frameworks (heuristic and/or ML-based), Python or C++, AI-native engineering practices, team leadership
Preferred skills
Data engineering, batch and streaming data processing, data workflow orchestration, autonomy/robotics/safety-critical systems experience
Technologies
Python, C++, CI/CD, LLMs, ML systems
Responsibilities
Build and own unified metrics and validation platform; drive technical bar for metric quality and pipeline reliability; mentor team and champion AI-native engineering; partner with cross-functional teams on evaluation strategy
Seniority
Senior, hands-on IC with leadership responsibilities
