Expert AI/ML Data Engineer
Core
Design and validate big data systems for in-vehicle data quality checks, automation of validation drives, and data insights for Hands Off Urban Driving solutions.
Role type
Expert AI/ML Data Engineer
Builds
Big data systems interacting with embedded driver assistance and user experience solutions
Domain
Automotive / Autonomous Driving / Embedded Systems
Deliverable
production ML models
Required skills
Python, C++ or Rust, SQL, bash, data analytics, algorithm design, machine learning, statistics, data pipeline development, API implementation (via careerplan.io/jobs/J000705024-expert-aiml-data-engineer-at-aptiv)
Preferred skills
AWS or Azure, Docker, Kubernetes, Git, CI/CD, embedded or edge AI systems, ADAS, autonomous driving datasets, automotive standards (ISO 26262)
Responsibilities
Implement in-vehicle data quality checks and metrics; implement solutions for data triaging and automation of validation drives; implement and incorporate in-vehicle data insights; extract, transform, and load data to platforms and tools; adapt and develop big data technologies; implement APIs and organize raw/processed data; implement data pipelines and processing tools for data science initiatives
Seniority
Expert, hands-on IC