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Expert Algorithm Engineer

2 weeks ago

Singapore Shopee Full time

Department Engineering and Technology- LevelExperienced (Individual Contributor)- LocationSingaporeThe Engineering and Technology team is at the core of the Shopee platform development. The team is made up of a group of passionate engineers from all over the world, striving to build the best systems with the most suitable technologies. Our engineers do not merely solve problems at hand; We build foundations for a long-lasting future. We don't limit ourselves on what we can or can't do; we take matters into our own hands even if it means drilling down to the bottom layer of the computing platform. Shopee's hyper-growing business scale has transformed most "innocent" problems into huge technical challenges, and there is no better place to experience it first-hand if you love technologies as much as we do.

**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.**
- ** 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