Ingénieur(e) Principal (e) En Apprentissage Automatique - Perception Hors Ligne

Torcrobotics

Remote
Fully remote
Offline object detection, tracking, and fusion
Large-scale ml operations (mlops)
Python software development
Torcrobotics is seeking a Principal Engineer in Machine Learning specializing in offline perception to design and implement automated annotation systems for autonomous vehicle data. The role requires strong project management skills and expertise in various machine learning techniques, particularly in computer vision and sensor fusion

Job Summary

  • Design, implement, test, and deploy offline object detection, tracking, and fusion modules to automatically create annotations from recorded sensor data.
  • Define and implement ingestion, preparation, curation, and governance of large, multi-dimensional datasets to support models and analytical workflows.
  • Provide technical guidance or business process expertise, technical leadership, coaching, and mentoring to team members.

Matching Summary

Match Score: 85

Torcrobotics is seeking a Principal Engineer in Machine Learning specializing in offline perception to design and implement automated annotation systems for autonomous vehicle data. The role requires strong project management skills and expertise in various machine learning techniques, particularly in computer vision and sensor fusion.

Skills & Requirements

Must-have

  • Offline object detection, tracking, and fusion
  • Large-scale ML operations (MLOps)
  • Python software development
  • Active learning and pseudo-labeling
  • Computer vision and deep learning

Nice-to-have

  • Data visualization integration
  • Cloud development expertise
  • Large-scale data operations

Key Requirements

  • 6+ years of experience with Bachelor's degree
  • 3+ years of experience with Master's degree
  • 1+ year of experience with PhD degree
  • Object detection 2D/3D, Tracking, Sensor Fusion, Semantic Segmentation, SLAM, BEV

Work Rights

Not specified

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