Algorithm Engineer Graduate (Global E-Commerce, Knowledge Graph) - 2026 Start (PhD)

ByteDance
Singapore
Workplace: OnsiteFull timeFunction: Research & Scientific (R&D)Education: phdSkills: ["Analytical","Problem solving","Teamwork","Communication"]

Build and continuously optimize large-scale product knowledge graphs for global e-commerce, improving product profiling, product information quality, and supply operational efficiency. Work on unified product representations and fundamental algorithms to enhance traffic efficiency. You’ll apply expertise in NLP, computer vision, multimodality large models, generative AI, deep learning, reinforcement learning, graph/search algorithms, and text/data mining.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
ByteDance
ByteDance
1 month ago

Algorithm Engineer Graduate (Global E-Commerce, Knowledge Graph) - 2026 Start (PhD)

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 31 days agoStatus: Live
Reposted: similar role first listed 1 month ago

Job Summary

Build and continuously optimize large-scale product knowledge graphs for global e-commerce, improving product profiling, product information quality, and supply operational efficiency. Work on unified product representations and fundamental algorithms to enhance traffic efficiency. You’ll apply expertise in NLP, computer vision, multimodality large models, generative AI, deep learning, reinforcement learning, graph/search algorithms, and text/data mining.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Research & Scientific (R&D)
Seniority: Graduate level

Key Responsibilities

  • •Build and continuously optimize algorithm solutions for product profiling, product information quality improvement, and related work to accelerate supply operational efficiencies in global e-commerce.
  • •Continuously optimize fundamental algorithms for unified product representations to improve traffic efficiencies in global e-commerce.
  • •Apply knowledge-graph approaches to improve the online shopping experience.
  • •Leverage NLP, computer vision, multimodality, generative AI, deep learning, and reinforcement learning to develop and refine algorithms.

Key Requirements

  • •Completing or recently completing a PhD in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • •Strong coding skills in at least one framework such as Python, Java, C/C++, or Spark.
  • •Familiar with at least one deep learning framework such as PyTorch, TensorFlow, or Keras.
  • •Solid data structures/algorithms foundation with strong machine learning/deep learning theoretical knowledge and practical experience.
  • •Familiar with NLP, sentiment analysis, computer vision, multimodality, graph algorithms, search algorithms, and text/data mining in 1–2 areas.
Experience:E-commerceInternetKnowledge graphs
Education:PhD / Doctorate in Software Development, Computer Science, Computer Engineering (or related technical discipline)
Skills:AnalyticalProblem solvingTeamworkCommunication
Tech Stack:PythonJavaC/C++SparkPyTorchTensorFlowKerasNatural Language Processing (NLP)Computer Vision (CV)Multimodality Large Model (MLLM)Generative AIMachine Learning (ML)Deep Learning (DL)Reinforcement Learning (RL)Graph algorithmsSearch algorithmsText/data mining

Company Brief

ByteDance
Develops consumer internet and content platforms, including TikTok and other apps for short-form video, news, and entertainment. It also builds advertising, commerce, and creator tools that connect audiences, brands, and publishers across global markets.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Established Company
Headquarters: Beijing, China
Founded: 2012
WebsiteLinkedIn