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

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

Join an AI risk-detection team to mine, identify, and predict risks and low-quality merchants, products, and creators across the e-commerce ecosystem. Build data models and large-scale network/feature sequence models for content understanding and community mining, and develop graph storage/learning platforms to improve governance. Research and implement scalable machine learning approaches and optimize production models while supporting business operations.

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FursaFursa
TikTok
TikTok
1 day ago

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

✓ Verified Job

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Source: Company careers pageValidated by: Fursa AI
Last checked: 12 hours agoStatus: Live

Job Summary

Join an AI risk-detection team to mine, identify, and predict risks and low-quality merchants, products, and creators across the e-commerce ecosystem. Build data models and large-scale network/feature sequence models for content understanding and community mining, and develop graph storage/learning platforms to improve governance. Research and implement scalable machine learning approaches and optimize production models while supporting business operations.
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.
  • •Identify events and behaviors affecting product experience and efficiency, and build data models to support business operations and ecosystem quality.
  • •Build data and large-scale network/feature sequence models for content understanding, multimodal representation, community mining, and related live streaming/video use cases.
  • •Participate in building large-scale graph storage and graph learning platforms to support relationship building and governance in the e-commerce community.
  • •Explore and implement cutting-edge machine learning/graph/sequence learning technologies to produce scalable, optimized models for production business scenarios.

Key Requirements

  • •Completing or recently completed a PhD in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • •Solid coding skills with deep learning/graph neural network/ML frameworks such as PyTorch, TensorFlow, DGL, pyg, or sklearn.
  • •Knowledge of algorithms for machine learning/graph learning/sequence learning (e.g., graph modeling, node/subgraph classification, community mining, representation learning, self-supervised/semi-supervised learning).
  • •Experience building or contributing to AI-Agent projects, including agent workflow design, tool/function calling, multi-agent collaboration, or LLM-based application development.
  • •Relevant industry experience with a solid theoretical foundation in machine learning.
Experience:E-commerceAI-agentsLLM-based applicationsGraph learningGraph neural networks
Education:PhD / Doctorate
Skills:TeamworkCommunication
Tech Stack:PyTorchTensorFlowDGLPygSklearnDeep learningGraph neural networksSelf-supervised learningSemi-supervised learningNumpyPandasHiveSparkHadoopAI-AgentLLMGraph learningSequence learning

Company Brief

TikTok
Short-form video platform that lets users create, share, and discover entertainment content through algorithmic recommendations. It also offers advertising and creator tools for brands, influencers, and businesses.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Growth: Scaleup
Headquarters: Singapore, Singapore
Founded: 2016
WebsiteLinkedIn