Added
19 days ago
Type
Full time
Salary
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Related skills

deep learning computer vision machine learning statistics fraud detection

πŸ“‹ Description

  • Lead research on open problems in identity verification and fraud prevention, using focused
  • Develop methods to detect manipulated documents, AI-generated images and emerging fraud attacks.
  • Evaluate how reliably our models perform across different populations.
  • Uncover the patterns in verification data that reveal fraud, and prove they're real signal and not
  • Calibrate model confidence and measure fraud events with limited labeled data.
  • Partner with ML and engineering to turn research prototypes into production models.

🎯 Requirements

  • Deep expertise in one of the following: Computer vision, Mathematics and statistics, or Identity or
  • A PhD in Computer Science, Machine Learning, Mathematics, Statistics, or a related technical field
  • A demonstrated record of peer-reviewed publications in relevant conferences or journals, with
  • Independently lead research, design rigorous experiments, and use results including negative or
  • Clear communication, including the ability to explain experimental design, findings, and

🎁 Benefits

  • Medical, dental, and vision
  • 3% 401(k) contribution
  • Unlimited PTO
  • Quarterly mental health days
  • Family planning benefits
  • Professional development stipend
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