Tech Lead, Ingestion Systems
Core
Lead the design and implementation of scalable data ingestion pipelines to transform petabytes of raw vehicle data into structured insights for autonomous driving AI models.
Role type
Senior Technical Lead, Data Ingestion Systems
Builds
High-scale data pipelines for autonomous vehicle sensor data and partner integrations
Domain
Autonomous driving / Embodied AI / Data Engineering
Deliverable
infrastructure
Required skills
Scalable data pipeline architecture, DAG-based orchestration (Airflow, Flyte, Ray), distributed processing frameworks, pipeline optimization, technical leadership, cross-functional collaboration, team mentorship
Preferred skills
Robotics/AV sensor data processing, third-party dataset ingestion, data governance compliance (GDPR, TISAX, ASPICE), observability solutions
Technologies
Airflow, Flyte, Ray
Responsibilities
Define and execute strategic technical roadmap for data pipeline scaling; Lead design of advanced data ingestion and transformation features; Normalize and unify disparate data sources for AI training; Develop robust interfaces to reduce bottlenecks and improve reliability; Establish best practices for pipeline observability, alerting, and monitoring; Mentor and develop engineering talent
Seniority
Senior, hands-on IC with leadership responsibilities