Principal Robotics Machine Learning Engineer

Added
24 hours ago
Type
Full time
Salary
Salary not provided

Related skills

python computer vision pytorch transformers cnns

πŸ“‹ Description

  • Implement and deploy state-of-the-art ML models/algorithms to achieve ambitious, world-class
  • 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 performance bottlenecks, distinguishing between root causes traceable to
  • Act as a force multiplier across the organization. Beyond code reviews, foster a culture of

🎯 Requirements

  • 5+ years shipping machine learning models on robotic systems in production environments.
  • Expertise in models including CNNs, transformers, and VLAs.
  • Proficiency in Python, C++, and PyTorch, with 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 the initial calibration and tuning of high-DOF robotic manipulators.
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