Model Performance Analyst | Learned-Policy Group

We're building a learning-based driving planner. Help us understand where it fails - and whether it's improving.

You'll work closely with model developers in a small team with short development cycles.

What will your job look like?

• Review closed-loop driving and investigate model behavior and failures.
• Help develop and validate metrics that capture what matters.
• Identify problems our evaluation is missing.
• Track improvements and regressions, keeping evaluation relevant and accurate as the planner evolves.

All you need is

• B.Sc. in Computer Science, Electrical Engineering, Physics, or a related field.
• Python skills for data analysis and evaluation.
• Strong analytical judgment: spot patterns, test explanations, and communicate clear, actionable findings.
• Experience evaluating algorithm or model performance, developing metrics, or analyzing complex systems- an advantage