Multimodal AI Engineer for E-commerce Innovation
3 days ago
Role Overview
TikTok PTE. LTD., the leading destination for short-form mobile video, is seeking a talented Multimodal AI Engineer to join our e-commerce team in Singapore. As a key member of our team, you will be responsible for optimizing TikTok's global e-commerce logistics fulfillment services using cutting-edge technologies such as machine learning, deep learning, and operational research optimization.
Key Responsibilities:
- Develop and implement multimodal content understanding solutions for TikTok short videos, identifying structured information related to e-commerce to meet purchasing demands.
- Apply artificial intelligence-generated content (AIGC) in content commerce, empowering various aspects of e-commerce such as product creativity generation, material optimization, virtual try-on, and video generation.
- Recognize basic product attributes in the e-commerce scenario, improve compliance and delivery efficiency, and enhance user purchase experience.
Requirements:
QualificationsWe are looking for highly motivated individuals with a Ph.D. or recent Ph.D. graduates in Computer Science, Engineering, or Quantitative fields. You should have in-depth research experience in multimodal machine learning, computer vision, and natural language processing (NLP), including but not limited to:
- Image/video classification, detection, segmentation, action recognition, multimodal pre-training, text classification, unsupervised, and self-supervised learning.
- Text-to-image/video/3D generation, editing, and other related multimodal experiences, diffusion models, GANs, transformers for generation tasks.
Familiarity with training and deployment frameworks like PyTorch, TensorFlow, MXNet, and acceleration methods such as mixed-precision training and distributed training is required. Prioritize candidates who have published papers in related competitions and top academic conferences.
Salary: SGD $120,000 - $180,000 per annum
TikTok offers an inclusive environment where employees are valued for their skills, experiences, and perspectives. Our mission is to inspire creativity and bring joy, which aligns with our diverse workplace culture. If you're passionate about this mission, we encourage you to apply.
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