Senior/staff Behavior Prediction Engineer

Gatik AI

Mountain View, CA, United States
Base: $170,000-$250,000; bonus/equity: not specifi...
On-site
Behavior prediction for autonomous driving
Lstm and transformer model training
Python and c++ programming proficiency
The role involves owning the architecture and delivery of a multi-modal behavior prediction system for Gatik's autonomous trucking fleet

Job Summary

  • The role involves owning the architecture and delivery of a multi-modal behavior prediction system for Gatik's autonomous trucking fleet.
  • Candidates will design optimized pipelines for data pre-processing, model training, and inference to ensure high performance and scalability.
  • The position requires integrating prediction systems into the broader autonomous driving stack while conducting comprehensive safety tests.

Matching Summary

The role involves owning the architecture and delivery of a multi-modal behavior prediction system for Gatik's autonomous trucking fleet.

Salary

Base: $170,000-$250,000; Bonus/Equity: Not specified; Benefits: Not specified

Skills & Requirements

Must-have

  • Behavior prediction for autonomous driving
  • LSTM and Transformer model training
  • Python and C++ programming proficiency
  • TensorFlow or PyTorch deep learning frameworks
  • Large-scale LiDAR and image data processing
  • End-to-end ML pipeline development

Nice-to-have

  • Experience in robotics or autonomous driving
  • Cloud computing platform familiarity
  • Collaborative team problem-solving skills
  • State-of-the-art model optimization experience

Key Requirements

  • Ph.D. with 3+ years industry experience OR Master's with 5+ years
  • Strong background in machine learning for autonomous driving
  • Proficiency in Python and C++ programming languages
  • Experience with TensorFlow or PyTorch frameworks
  • Onsite work requirement at Mountain View office

Work Rights

Not specified

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