Director of Data Science

About the role

The Systems Readiness and Performance group validates the autonomous driving system for public deployment. The Director of Data Science guides the approach for deriving insights from large-scale vehicle operational information and simulated scenarios. This position focuses on creating sophisticated analytical methods and offering data-driven guidance for performance evaluation and commercialization readiness.

Our summary of the posting; the original is on the Motional careers page.

What the posting requires

Required

• Statistical analysis
• Density estimation
• Hypothesis testing
• Uncertainty quantification
• Causal reasoning
• Python
• SQL
• Data science libraries
• Sequence modeling

Preferred

• Reward functions
• Inverse Reinforcement Learning
• VLMs
• Telemetry processing
• IRL
• Vision-Language models

These tags are our reading of the posting. They can miss something; the original posting is the reference.