Senior/Staff Engineer, Machine Learning - Online Mapping
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La posizione
Build and advance robust online mapping models and algorithms for autonomous navigation in dynamic environments.
Develop, train, and evaluate end-to-end ML systems that operate with cameras, LiDAR, and other sensors.
Analyze system performance and identify architecture, data, and evaluation improvements to maximize reliability and accuracy.
Collaborate across autonomy, infrastructure, and systems teams to integrate models into centralized architectures.
Iterate rapidly, run controlled experiments, and make data-driven tradeoffs to ensure timely delivery and impact.
Requires hands-on experience in robotics ML, 3D geometry, and modern DL frameworks (PyTorch, TensorFlow, or Jax).
Develop, train, and evaluate end-to-end ML systems that operate with cameras, LiDAR, and other sensors.
Analyze system performance and identify architecture, data, and evaluation improvements to maximize reliability and accuracy.
Collaborate across autonomy, infrastructure, and systems teams to integrate models into centralized architectures.
Iterate rapidly, run controlled experiments, and make data-driven tradeoffs to ensure timely delivery and impact.
Requires hands-on experience in robotics ML, 3D geometry, and modern DL frameworks (PyTorch, TensorFlow, or Jax).
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