Machine Learning Engineer - Scene Understanding

Added
6 days ago
Type
Full time
Salary
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Related skills

python tensorflow pytorch jax bev

πŸ“‹ Description

  • Develop ML algorithms for BEV scene analysis and real-time hazard detection.
  • Design and implement scene understanding for Zoox's bidirectional vehicle.
  • Lead end-to-end data strategy: mining, auto-labeling, dataset construction.
  • Implement on-vehicle software for model inference and real-time post-processing.
  • Leverage data pipelines to research, prototype, and deploy ML changes for complex scenes.
  • Collaborate with Localization, Perception, Prediction, and Planning teams to integrate signals.

🎯 Requirements

  • BS, MS, or PhD in CS/Robotics or related field with 2+ years ML experience.
  • Experience with BEV models, segmentation, or 3D representations.
  • Hands-on with data lifecycle: dataset construction, training, metrics pipelines.
  • Strong math in linear algebra, calculus, probability.
  • Fluency in C++ and Python. Experience with PyTorch, TensorFlow, JAX.

🎁 Benefits

  • Base salary range: 179,000 - 245,000 USD per year
  • Amazon RSUs and Zoox Stock Appreciation Rights
  • Sign-on bonus may be offered
  • Health insurance, disability, life insurance, PTO
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