Expert Computer Vision Algorithm Engineer

2 days ago


Singapore SHOPEE SINGAPORE PRIVATE LIMITED Full time
Roles & Responsibilities

About the Team:

The Shopee Identity Verification team is at the forefront of integrating advanced AI technology with robust engineering to develop top-tier, efficient, and reliable eKYC solutions. These solutions serve both Shopee and SeaMoney businesses.

Job Description:

  • Develop computer vision-based identity verification models and services, including:
  • IC card and document OCR (Optical Character Recognition)
  • IC card quality check (on-device and backend)
  • IC card anti-spoofing
  • Face verification (1 to 1) and matching (1 to N)
  • Liveness check / face anti-spoofing
  • Write high-quality, elegant, readable, and maintainable code
  • Collaborate with business stakeholders, product managers, and engineering teams throughout the entire lifecycle of our eKYC solutions—from problem formulation and technical design to implementation, upgrading, and maintenance

Requirements:

  • Bachelor’s degree or higher in computer science or a related field
  • At least 3 years of working experience
  • Proficiency in Python
  • Extensive knowledge of computer vision and machine learning models
  • Familiarity with deep learning frameworks, preferably PyTorch and ONNX
  • Strong teamwork spirit, positive attitude, and self-driven
  • Excellent oral and written communication skills in English
  • Passionate about technology, quick learner, and willing to share knowledge
  • (Bonus) Publications in computer vision conferences and journals
  • (Bonus) Familiarity with model optimization techniques such as pruning, quantization, and knowledge distillation
  • (Bonus) Internship or work experience in the KYC domain or computer vision

Tell employers what skills you have

Machine Learning
Image Processing
Formulation
Computer Vision
PyTorch
Python
Publications
KYC
IC
OCR
Computer Vision Technology
Technical Design

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