Senior Staff Data Scientist, Perception

Tech Stack

Responsibilities

• Define and own the overarching vision and multi-year strategy for determining the size, composition, and collection methods for datasets used in Perception model training and evaluation.
• Drive the design and organizational adoption of frameworks to estimate data needs based on model performance, scaling laws, generalization goals, and a deep understanding of the diversity in new geographies.
• Define and refine strategies for Perception evaluation datasets, ensuring they provide sufficient coverage and statistical power to measure progress and de-risk new deployments.
• Collaborate closely with Perception engineers, ML researchers, the Labeling organization, and Operations teams to translate strategic recommendations into actionable labeling plans.
• Establish and champion data-driven best practices for dataset design and data quality within the Perception organization, driving operational maturity.

Benefits

• Equity
• Health Insurance
• Learning Budget
• Remote Work

Culture

Requirements