ML Data Operations Lead, Dataset Release and Delivery - Autonomous Vehicles
Core
Lead the operational lifecycle of releasing and delivering large-scale, versioned automotive datasets to ML teams for training and evaluating autonomous vehicle models.
Role type
Senior individual-contributor ML Data Operations Lead
Builds
Versioned, trustworthy datasets for the autonomous-driving stack
Domain
Autonomous Vehicles / Machine Learning Data Operations
Deliverable
production ML models
Required skills
ML data lifecycle management, dataset release operations, SQL, data analysis, incident management, requirements translation, stakeholder coordination
Preferred skills
Large-scale dataset generation workflows, automotive sensor data (camera, lidar, radar), Python, Databricks, service-level objective definition
Technologies
SQL, Python, Databricks, dashboards
Responsibilities
Capture and clarify dataset release requirements; coordinate release calendars and priorities; monitor production release workflows and resolve failures; validate release results against quality criteria; communicate release status and risks to customers; produce release notes and documentation.
Seniority
Senior, hands-on IC
