Job Description
📋 Description Build robust ML and mapping systems using real data (cameras, LiDAR) for navigation in uncertain Research and implement online mapping models and algorithms. Evaluate architecture and data, driving end-to-end ML improvements. Collaborate with ML, autonomy, infrastructure, and systems teams to integrate models. Work with stakeholders across autonomy and mapping needs. 🎯 Requirements Proven in-production ML problem solving with data/model/evaluation tradeoffs. Deep ML fundamentals with hands-on training/evaluation in AV/robotics/mapping/CV. Ability to iterate quickly and make data-driven decisions for timely delivery. Experience with robotics ML applications and 3D geometry. Strong Python skills with PyTorch, TensorFlow, or Jax. 🎁 Benefits Competitive base pay with bonus eligibility and equity. Comprehensive benefits package. Opportunities to contribute to cutting-edge autonomous mapping and navigation.
