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Staff ML Engineer, Foundation Models

Woven by Toyota
Palo Alto, CA
Job Description
Woven by Toyota is enabling Toyota's once-in-a-century transformation into a mobility company. Our mission is to challenge the current state of mobility through human-centric innovation, expanding what "mobility" means and how it serves society. We're working toward one bold goal: a world with zero accidents and enhanced well-being for all.

Requirements

  • Lead the roadmap, research, development, and deployment of foundation models / VLAs / world models for our autonomy stack
  • Discover new ways to leverage heterogeneous in-house data at Toyota scale
  • Architect and implement scalable & efficient ML pipelines for training and fine-tuning large multi-modal, multi-task models
  • Design experiments and benchmarks to evaluate foundation models for autonomy scenarios
  • Optimize models for speed, accuracy, and robustness under diverse environmental conditions
  • Translate cutting-edge research into useful production-ready solutions
  • Enable and help other engineers on the team to be more effective through coaching and leading by example when it comes to writing high-quality code, providing high-quality code and design
  • Work in a high-velocity environment and employ agile development practices
  • Team player and "get things done" mentality
  • Closely collaborate with internal and external teams to develop end-to-end solutions

Benefits

  • Excellent health, wellness, dental and vision coverage
  • A rewarding 401k program
  • Flexible vacation policy
  • Family planning and care benefits
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