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Tools for Humanity

7 days ago

Senior Machine Learning Engineer

Hybrid · Munich

pythonrustpytorchblockchain engineering

arbeitnow

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AI TL;DR

You will manage face machine learning projects and improve biometric models in Munich. Collaborate with various teams to ensure reliable performance in real-world conditions.

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Clear role · 80/100 against the market band on this page.

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  1. What would you ship in the first month as Senior Machine Learning Engineer at Tools for Humanity?
  2. Which tradeoff in the description would you ask about first?
  3. How do you explain a production incident to this team?
  4. What would you measure in the first two weeks?
  5. Which part of your last project maps to this stack?

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Job description

You will manage face machine learning projects and improve biometric models in Munich. Collaborate with various teams to ensure reliable performance in real-world conditions.

Details

  • Munich, work from office
  • Experience in training and evaluating deep learning systems for computer vision
  • Skills: Python, Rust, PyTorch, classical computer vision

The work

  • Own face machine learning projects from problem definition to monitoring
  • Improve biometric identification and anti-spoofing models
  • Build evaluation pipelines to catch model regressions before production
  • Write design documents and experiment reports for future reference