Principal Robotics Machine Learning Engineer

Added
9 days ago
Type
Full time
Salary
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Related skills

python deep learning computer vision pytorch machine learning
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πŸ“‹ Description

  • Implement and deploy state-of-the-art ML models to achieve world-class performance on open world
  • Drive the data engine for manipulation learning: data collection strategy, curation, annotation
  • Drive the entire development cycle, from prototyping in simulation to robustly transferring and
  • Identify and prioritize bottlenecks, distinguishing root causes in classical vision vs model/data
  • Foster technical rigor, set architectural excellence standards, and mentor next-generation robotics

🎯 Requirements

  • 5+ years shipping machine learning models on robotic systems in production environments.
  • Expertise in CNNs, transformers, and VLAs.
  • Proficiency in Python, C++, and PyTorch; experience building real-time robotic software stacks.
  • Experience with data collection, annotation, and synthetic data generation for ML.
  • Familiarity with 6D pose estimation, camera calibration/extrinsics, point cloud processing, and
  • Experience with calibration and tuning of high-DOF robotic manipulators.
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