Tech Stack

Description

You will research and implement state-of-the-art online mapping models and algorithms for self-driving vehicles, analyze system performance, and collaborate cross-functionally to integrate models into centralized architectures.

Requirements

• Proven record of solving in-production ML problems with tradeoffs
• Deep ML fundamentals and hands-on with modern ML models (AV, robotics, mapping, CV)
• Strong Python skills with PyTorch, TensorFlow, or Jax
• Experience with robotics-related ML applications and 3D geometry

Responsibilities

• Research and develop online mapping models and algorithms
• Analyze and characterize system performance in E2E ML system
• Integrate models into centralized architectures with other ML teams
• Collaborate with autonomy, infrastructure, and systems teams on mapping needs