Principal TLM - ML Data Infrastructure
Core
Lead the design, development, and optimization of scalable Machine Learning (ML) data infrastructure to enable AI solutions and data-driven innovation for General Motors' mobility products.
Role type
Principal Technical Lead Manager (ML Data Infrastructure)
Builds
Scalable and robust ML data infrastructure, data ingestion, processing, storage, and access systems
Domain
Automotive / Machine Learning Data Engineering
Deliverable
production ML models | infrastructure
Required skills
Leading and managing technical teams, designing large-scale data systems, data pipeline development, AI/ML concepts, system requirements analysis, Agile methodology, Python, Scala, Java
Preferred skills
Robotics or Autonomous Driving experience
Technologies
Python, Scala, Java
Responsibilities
Lead and manage a team of engineers in ML data infrastructure design and maintenance; Define and implement architectural patterns for data ingestion, processing, storage, and access; Collaborate with ML engineers and product teams to translate data requirements into technical specifications; Conduct analysis of existing systems to identify bottlenecks and improvement opportunities; Oversee the evaluation and integration of new technologies; Provide technical guidance and mentorship to junior engineers; Participate in strategic planning and road mapping for ML data infrastructure
Seniority
Principal, hands-on IC with management responsibilities
