Senior Machine Learning Engineer - Video Understanding

Added
16 days ago
Type
Full time
Salary
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Related skills

python deep learning computer vision machine learning ml frameworks

📋 Description

  • Defining and prioritizing technical experiments to validate key risks (e.g. precision, recall
  • Designing and implementing end-to-end CV/ML pipelines on real-world video data, from data ingestion
  • Setting up and refining the human annotation workflow to create high-quality training and test
  • Collaborating with product managers and engineering leaders to clarify requirements, align on
  • Selecting, adapting, and optimizing state-of-the-art computer vision architectures for suspicious
  • Providing technical leadership in the space of video-based computer vision applications, helping

🎯 Requirements

  • University degree in Computer Science, Electrical Engineering, Mathematics or a related technical
  • Significant hands-on experience in computer vision and machine learning, including designing
  • Proven track record of building end-to-end CV/ML systems from 0 to 1 (ideally commercial products
  • Strong expertise with video-based pipelines and human action or behavior recognition (e.g. retail
  • Hands-on experience with vision transformers for temporal video understanding, experience
  • Solid software engineering skills (e.g. Python and modern ML/CV frameworks) and experience working

🎁 Benefits

  • A highly skilled team and a fun environment where you can put your enthusiasm for cutting-edge
  • Hackathons
  • Flexible, office, hybrid or home working
  • People-first culture
  • Global team outings
  • Festive/end of year all company celebrations
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