AI Algorithm Engineer

4 days ago


Singapur, Singapore TikTok Full time
About the Team

TikTok's global e-commerce team is dedicated to optimizing logistics fulfillment services using cutting-edge technologies like machine learning, deep learning, and operational research optimization.

Responsibilities
  • Develop AI-powered solutions for multi-modal content understanding, identifying structured information in TikTok short videos to meet consumer demands.
  • Apply AIGC technologies to empower e-commerce aspects like product creativity generation, material optimization, virtual try-on, and video generation.
  • Recognize product attributes, improve compliance and delivery efficiency, and enhance user purchase experiences.
  • Explore computer vision, AIGC, and multimodal machine learning for content commerce innovation.
Requirements
  • Final-year or recent graduate in Software Development, Computer Science, or related technical discipline.
  • Research experience in MultiModal Machine Learning, Computer Vision, and NLP, including image/video classification, multimodal generation, and framework training.
  • Familiarity with PyTorch, TensorFlow, or MXNet, and training acceleration methods.
Preferred Qualifications
  • Familiarity with model compression acceleration, including model quantization, pruning, and inference frameworks.
  • Strong practical skills, with priority given to those who have published papers in related competitions and top academic conferences.


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