Develop computer vision models using cutting-edge AI technologies to support identity verification, including:
Anti-spoofing against various attack types (e.g., deepfake)
Passive and active liveness checks
OCR for IC cards and identity documents
Anti-spoofing for IC card tampering
Image quality assessment
Design and implement robust training, inference, and data processing pipelines
Write high quality, elegant, readable, and easy to maintain code
Get involved in the entire life cycle of our eKYC solutions, from problem formulation, technical design, to implementation, upgrading, and maintenance
Requirements :
Bachelor or above in Computer Science, Machine Learning, or relevant majors
Proficient in Python and deep learning framework (e.g., PyTorch) to build custom modules, dataloaders, and training loops.
Deep and broad knowledge in at least one of areas: computer vision, multimodel, or vision-language models (VLMs).
Good teamworking spirit, positive attitude, self-driven
Good oral and written English, good communication skills
Passionate about technology, fast learner, willing to share
Good To Have:
Master's or above in Computer Science or relevant Majors
Publications in top-tier computer vision or AI conferences and journals
About the Team : Shopee will be prioritizing applicants who have a current right to work in Singapore, and do not require Shopee sponsorship of a visa. Kindly note that you can only be considered in one recruitment process at a time within Sea Group and will be considered for jobs in the order that you have applied. The Marketplace Intelligence and Data team's mission is to build sustainable and efficient data and intelligence products to facilitate Shopee's business development. The team is responsible for Shopee e-commerce data warehouse construction, merchant and operation data product construction, all-link traffic data, product algorithms, including product release, control, information optimization, SPU library and its comparison business, marketing algorithms, including Merchandising, Product Selection, Recommendation Algorithm, Evaluation Algorithms, User Profiling, and in addition, basic AI capabilities, such as Machine Translation, Speech Algorithm, Image Algorithm, and Real-person Authentication.