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.

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