Senior Machine Learning Engineer, Perception

1 day ago


Ann Arbor, Michigan, United States Woven by Toyota Full time
Job Description

Woven by Toyota is a mobility technology subsidiary of Toyota Motor Corporation, dedicated to delivering safe, intelligent, and human-centered mobility for all. Our mission is to bring greater freedom, safety, and happiness to people and society through our Arene mobility software platform, safety-first automated driving technology, and Toyota Woven City.

We are a unique global culture that weaves modern Silicon Valley innovation and time-tested Japanese quality craftsmanship. We leverage these complementary strengths to amplify the capabilities of drivers, foster happiness, and elevate well-being.

Key Responsibilities
  • Design and develop new Machine Learning models for our online perception system and deploy the model on our next-generation autonomous vehicle platform.
  • Own development of new ML models end-to-end from data strategy, initial development, optimization, production platform validation, and fine-tuning based on metrics and on-road performance.
  • Lead large, multi-person projects and significantly influence the overall Perception architecture and technical direction.
  • 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 document reviews, and delivering rigorous reports from ML experiments.
Requirements
  • MS or higher degree in CS/CE/EE or equivalent in industry experience.
  • 5+ years of experience with ML frameworks such as PyTorch, Caffe, and TensorFlow.
  • Extensive experience with machine learning and classification.
  • 5+ years of experience in machine learning workflows: data sampling and curation, pre-processing, model training, ablation studies, evaluation, deployment, inference optimization.
  • Strong programming skills in Python or C++.
  • Passionate about self-driving car technology and its potential for humanity.
  • Experience in writing production-level code in a real-time operating system.
  • Strong communication skills and ability to communicate concepts clearly and precisely.
What We Offer
  • Excellent health, wellness, dental, and vision coverage.
  • A rewarding 401k program.
  • Flexible vacation policy.
  • Family planning and care benefits.


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