The Knowledge Graph team at ByteDance is looking to solve the problem of categorizing products, influencers, and merchants, mining product information, and providing data to the recommendation team, while also managing operations related to product tags and category attributes.
Requirements
- Experience in at least one of the technological areas: LLM, natural language generation, named entity recognition, machine translation, question answering, knowledge graph, information extraction, text mining and classification etc.
- Experience in at least one of the technological areas: Computer vision, facial recognition, multimodal learning, object detection & tracking, image classification etc.
- Experience in at least one of the technological areas: Machine learning, transfer learning, graph embedding, representative learning, large-scale optimization, recommendation, reinforcement learning, etc.
- Strong coding skills in at least one of the following programming frameworks, e.g. Python, Java, C/C++, Spark etc.
- Familiar with at least one of the following deep learning frameworks, e.g., PyTorch, TensorFlow, Keras etc.
Responsibilities
- Craft intricate knowledge graphs, encompassing areas like product/content insights and category/brand/SPU development;
- Architect knowledge maps detailing buyer and product connections.
Other
- Currently pursuing a PhD in computer science, computer engineering, statistics, applied mathematics, data science or other related disciplines;
- Must be able to commit to a 12-week full-time work period during Summer 2026
- Work experience in e-commerce or the Internet industry is preferred;
- Strong analytical and problem-solving skills;
- Work and collaborate well with team members.
