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Staff Tech Lead, Machine Learning Engineer, Perception

🕒 2 days ago
Machine LearningComputer VisionPythonC++

📜 Description

  • Build the system that learns spatial-temporal representations and semantic meanings of the environment for self-driving cars.
  • Collaborate with downstream teams on optimization and integration into the Waymo Driver.
  • Architect and develop foundational modeling libraries and software for model development.
  • Design scalable core model components, including sensor encoders and fusion modules.
  • Adapt state-of-the-art ML technologies to meet unique compute requirements.
  • Drive rapid prototyping and maintain flexible pipelines for fast iteration on model designs.

🛠️ Requirements

  • Bachelors in Computer Science or equivalent deep learning experience.
  • 7+ years experience in Machine Learning and/or Computer Vision.
  • Strong expertise in Python and C++ with a solid software engineering background.
  • Experience with ML frameworks like PyTorch, JAX, or TensorFlow.
  • Preferred: MS or PhD in Machine Learning, Robotics, or Computer Science.
  • Preferred: Publications at top-tier conferences in relevant fields.

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