Principal Ml Engineer - Embodied Ai Scaling Foundations

General Motors

Not specified; not specified; benefits include med...
Hybrid
Large-scale foundation model experience
Pytorch and python proficiency
Distributed model training pipeline architecture
The Data Scaling team owns the Data Flywheel for AV Foundation model development and successive fine tuning to deliver driving behaviors at scale

Job Summary

  • The Data Scaling team owns the Data Flywheel for AV Foundation model development and successive fine tuning to deliver driving behaviors at scale.
  • As a Principal Technical Lead, you will lead the development of novel curation algorithms and training recipes directly impacting autonomous driving performance.
  • GM offers a variety of health benefits, retirement savings plans, and an eligible company vehicle evaluation program upon successful completion of a motor vehicle report review.

Matching Summary

The Data Scaling team owns the Data Flywheel for AV Foundation model development and successive fine tuning to deliver driving behaviors at scale.

Salary

Not specified; Not specified; Benefits include medical, dental, vision, retirement plan, tuition assistance, and GM vehicle discounts

Skills & Requirements

Must-have

  • Large-scale Foundation Model experience
  • PyTorch and Python proficiency
  • Distributed model training pipeline architecture
  • Real and synthetic dataset processing
  • Autonomous driving or Robotics background

Nice-to-have

  • Mentoring junior ML engineers
  • Cross-functional collaboration skills
  • Knowledge of distillation recipes
  • Experience with unsupervised pre-training
  • Strong communication with stakeholders

Key Requirements

  • Bachelor's, Master's or PhD in Computer Science or related field
  • Proven experience delivering applied research in production environments
  • Previous experience in Robotics or Autonomous Driving domains

Work Rights

Not specified

Tailored Resume

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