Machine Learning Engineer - Iv (biometrics)

Jumio

Montreal, Canada
On-site
5+ years machine learning experience
3+ years biometrics or face analysis
Deep expertise in computer vision
The role involves leading the design and scaling of face recognition systems in production environments

Job Summary

  • The role involves leading the design and scaling of face recognition systems in production environments.
  • Candidates must demonstrate rigorous fairness analysis and benchmarking of biometric models across various datasets.
  • The position requires owning the path to production by optimizing models for low-latency inference on AWS.

Matching Summary

The role involves leading the design and scaling of face recognition systems in production environments.

Skills & Requirements

Must-have

  • 5+ years Machine Learning experience
  • 3+ years Biometrics or Face Analysis
  • Deep expertise in Computer Vision
  • Proficiency in PyTorch Tensorflow JAX
  • Experience with AWS SageMaker EC2 EKS
  • End-to-end ML pipeline architecture

Nice-to-have

  • Research publications in CVPR ICCV ECCV
  • Experience with vector databases like Milvus
  • Knowledge of privacy security compliance
  • Experience porting models to edge devices
  • Experience using GANs for synthetic data

Key Requirements

  • 5+ years industry experience in Machine Learning
  • 3+ years dedicated to Biometrics or Face Analysis
  • Expert proficiency in Python and vision libraries

Work Rights

Not specified

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