Senior Data Scientist - Verification & Validation
Core
Design statistical evaluation frameworks and validation pipelines for safety-critical autonomous vehicle AI systems.
Role type
Senior IC data scientist (verification & validation)
Builds
Validation pipelines, statistical evaluation frameworks, and data-driven insights for autonomous vehicle safety systems
Domain
Autonomous vehicles / AI safety / Statistical modeling
Deliverable
production ML models | dashboards & analysis
Required skills
Statistical methodologies (hypothesis testing, Bayesian inference, spatiotemporal modeling), Python, SQL, Git, unit testing, large-scale data analysis
Preferred skills
Production ML pipelines, Apache Spark, Databricks, metrics design for business decisions
Responsibilities
Architect statistical methodologies for safety-critical AI systems, deliver validation evidence for edge-case failures, inform executive go/no-go decisions, define performance metrics, manage evaluation lifecycle, build scalable data processing pipelines
Seniority
Senior, hands-on IC
