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Jumio

19 days ago

Machine Learning Engineer - IV (Computer Vision)

Remote · Anywhere in the World Anywhere in the World

pythonawspytorchtensorflow full-stack programming

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AI TL;DR

You will lead the design and scaling of face recognition systems in production. This role involves building and training models while managing end-to-end ML systems on AWS.

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

Interview prep for this job

  1. What would you ship in the first month as Machine Learning Engineer - IV (Computer Vision) at Jumio?
  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 lead the design and scaling of face recognition systems in production. This role involves building and training models while managing end-to-end ML systems on AWS.

Details

  • Remote work from anywhere in the world
  • Salary not specified
  • Strong industry experience in Machine Learning, especially in Biometrics or Face Analysis
  • Expert proficiency in Python, AWS, PyTorch, and TensorFlow

The work

  • Lead the design and development of computer vision systems for biometrics
  • Architect, train, and optimize models using PyTorch and TensorFlow
  • Own and evolve end-to-end ML pipelines from data ingestion to deployment
  • Mentor ML engineers and drive technical best practices across the team