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NVIDIA

Robot type
Robot AI and Software
Location
Santa ClaraCaliforniaUSA
Job type
Artificial Intelligence
Posted
Sep 9, 2026
Full-time

ML Data Operations Lead, Dataset Release and Delivery - Autonomous Vehicles

Job description

The AV MLOps Dataset Release team transforms large-scale automotive data into versioned, trustworthy datasets used to train and evaluate machine learning models across the autonomous-driving stack. We are seeking an ML Data Operations Lead to own the customer-facing operational lifecycle of these releases. In this role, you will work at the intersection of machine learning, data engineering, infrastructure, and release operations.

NVIDIA is redefining the automotive industry through accelerated computing, artificial intelligence, simulation, and full-stack autonomous vehicle development.

Job responsibilities

  • Serve as the primary operational partner for ML engineers and other internal consumers of AV datasets.
  • Capture and clarify dataset release requirements, including intended use cases, required signals and labels, data volumes, release cadence, delivery timelines, storage destinations, and acceptance criteria.
  • Be responsible for the release calendar and coordinate priorities, dependencies, engineering readiness, and compute capacity across multiple concurrent dataset-release tracks.
  • Monitor production release workflows from launch through delivery. Identify failures, stalled tasks, resource constraints, missing data, and other risks, then bring together the appropriate engineers and infrastructure…
  • Validate release results against expected volumes, signals, versions, and quality criteria before communicating availability to customers.
  • Maintain timely, accurate communication with customers regarding release status, risks, incidents, changing estimates, and recovery plans.
  • Produce release notes, delivery announcements, known-issue documentation, and handoff information that enable ML teams to understand and use each dataset confidently.
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