Machine Learning Engineer Graduate (Global E-Commerce, Platform Governance) - 2027 Start (PhD)

ByteDance
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: phdSkills: ["Teamwork","Communication"]

Build risk-detection and governance intelligence for an e-commerce platform by mining, identifying, and predicting risks and low-quality merchants, products, and creators. Develop data models and large-scale network/feature sequence models for content understanding, multimodal representation, community mining, and product/live/video management. Help design graph storage and graph learning systems, and apply cutting-edge ML/graph/sequence techniques to produce scalable, optimized models.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
ByteDance
ByteDance
1 day ago

Machine Learning Engineer Graduate (Global E-Commerce, Platform Governance) - 2027 Start (PhD)

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI
Last checked: 13 hours agoStatus: Live

Job Summary

Build risk-detection and governance intelligence for an e-commerce platform by mining, identifying, and predicting risks and low-quality merchants, products, and creators. Develop data models and large-scale network/feature sequence models for content understanding, multimodal representation, community mining, and product/live/video management. Help design graph storage and graph learning systems, and apply cutting-edge ML/graph/sequence techniques to produce scalable, optimized models.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Graduate level

Key Responsibilities

  • •Use algorithms to mine, identify, and predict risks and low-quality merchants, products, and creators in e-commerce scenarios to support business control and management.
  • •Use algorithms to detect events and behaviors impacting product experience and efficiency, and build data models to support a favorable ecosystem and business operations.
  • •Build data and large-scale network/feature sequence models for scenarios including content understanding, multimodal representation, community mining, and live streaming/video management support.
  • •Participate in building a large-scale graph storage and graph learning platform to improve relationship building and governance across the e-commerce community.
  • •Research and implement cutting-edge ML/graph/sequence learning technologies, producing scalable and optimized machine learning models for production use.

Key Requirements

  • •Completing or recently completed a PhD in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • •Strong coding skills and familiarity with deep learning/graph neural network/ML frameworks such as PyTorch, TensorFlow, DGL, pyg, and sklearn.
  • •Knowledge of ML/graph/sequence algorithms including graph modeling, timing signal modeling, node/subgraph classification, community mining, representation learning, and self-/semi-supervised learning.
  • •Experience building or contributing to AI-Agent projects, including agent workflow design, tool/function calling, multi-agent collaboration, or LLM-based applications.
  • •Relevant industry experience with a strong theoretical foundation in machine learning.
Education:PhD / Doctorate
Skills:TeamworkCommunication
Tech Stack:PyTorchTensorFlowDGLPygSklearnGraph neural networkDeep learningMachine learningAI-AgentsLLMLLM-based application developmentNumpyPandasHiveSparkHadoopGraph learningSequence learningSelf-supervised learningSemi-supervised learning

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