Staff Tech Lead Manager, ML Data Services
Core
Lead the development and operation of core machine learning data infrastructure, managing petabytes of data and hundreds of pipelines to enable autonomous vehicle ML systems.
Role type
Staff Tech Lead Manager (hybrid IC/Manager)
Builds
Scalable ML data ingestion, transformation, and serving platforms for autonomous driving use cases.
Domain
Autonomous vehicles / Machine Learning Infrastructure
Deliverable
production ML models
Required skills
Large-scale distributed systems, data processing (Spark, Flink, Beam), cloud platforms (AWS, GCP, Azure), ML data pipelines, feature stores, technical strategy, team management
Preferred skills
Building and scaling high-performing engineering teams, mentoring engineers
Technologies
Spark, Flink, Beam, distributed databases, AWS, GCP, Azure
Responsibilities
Define technical roadmap and strategy for ML Data Service platform; architect scalable data ingestion and serving systems; manage a team of software engineers; collaborate with ML model teams to accelerate development cycles; drive data governance and quality monitoring.
Seniority
Staff, hands-on IC with management responsibilities
