Identity Verification Specialist

1 week ago

Singapore beBeeBiometric Full time $150,000 - $200,000

Transform Identity Verification with our cutting-edge approach

Job Overview:

We're seeking a skilled Deep Learning AI Scientist to enhance the security and reliability of our identity verification systems.

  • Liveness Detection Development: Design and deploy advanced deep learning models to prevent spoofing attacks using photos, videos, masks, or other methods.
  • Develop biometric models to accurately identify users.
  • Oversee the full lifecycle of model deployment, from data labelling to monitoring and A/B testing new model versions.
  • Stay up-to-date with the latest research in biometrics, computer vision, and deep learning, incorporating new techniques to improve our products.
Key Requirements:
  • Advanced degree in a quantitative field and 3+ years of hands-on experience in deep learning model development for biometrics or liveness detection.
  • Deep understanding of modern computer vision techniques, deep learning, and machine learning.
  • Experience developing and deploying machine learning models in production.
  • Experience with adversarial training to enhance model robustness.
  • Proficient in Python, C++, Scala, or Java.
  • Familiarity with modern deep learning frameworks such as TensorFlow, PyTorch, MXNet.
  • Familiarity with cloud platforms like AWS, GCP, or Azure for model deployment.
  • Experience in on-device inference for machine learning models is a plus.
  • Taking ownership and driving projects to have business impact is crucial.

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