Systems Engineer, AI Validation

Wayve Wayve · Robotics · Sunnyvale, CA · Simulation, Evaluation, Validation

Systems Engineer, AI Validation at Wayve, focusing on building confidence in autonomy systems by developing and implementing validation strategies, metrics, and test suites for Wayve AI Driver. This role involves analyzing test results and collaborating with various teams to ensure the successful integration and delivery of AI Driver products.

What you'd actually do

  1. Develop and implement a comprehensive validation strategy across test modalities for multiple autonomy products.
  2. Define and implement general purpose metrics for validating on-road and simulated driving behavior.
  3. Define test coverage requirements and build comprehensive test suites.
  4. Develop acceptance criteria through collaboration with Product, Safety, and AV Engineering teams.
  5. Analyze test results and report findings to Release and Autonomy Engineering stakeholders.

Skills

Required

  • Python
  • Deep understanding of driving behavior and how to measure driving performance
  • Experience with both simulated and and physical testing environments for autonomous systems
  • Experience analyzing and reporting validation results

Nice to have

  • Experience with modern AI tools and agentic workflows
  • Experience analyzing large datasets with SQL

What the JD emphasized

  • 5+ years of experience working on automated driving, robotics, or related product
  • Demonstrated ownership driving validation concepts from ideation to implementation in ambiguous, fast-paced environments

Other signals

  • validation strategy
  • metrics for validating driving behavior
  • test coverage requirements
  • acceptance criteria
  • analyze test results