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

TikTok
Singapore
Workplace: OnsiteInternshipFunction: Data Science & Machine LearningSkills: ["Teamwork","Communication"]

Build and deploy machine-learning systems to detect and predict risks and low-quality merchants, products, and creators on an e-commerce platform. Work on data models and large-scale graph storage/graph learning to improve governance and community relationships. Collaborate on multimodal and sequence/network/feature models for content understanding and live streaming/video management, while researching cutting-edge ML, graph, and sequence learning techniques and optimizing scalable production models.

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FursaFursa
TikTok
TikTok
1 day ago

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

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

Job Summary

Build and deploy machine-learning systems to detect and predict risks and low-quality merchants, products, and creators on an e-commerce platform. Work on data models and large-scale graph storage/graph learning to improve governance and community relationships. Collaborate on multimodal and sequence/network/feature models for content understanding and live streaming/video management, while researching cutting-edge ML, graph, and sequence learning techniques and optimizing scalable production models.
Location: Singapore
Workplace: Onsite
Employment Type: Internship
Job Function: Data Science & Machine Learning
Seniority: Intern level

Key Responsibilities

  • •Use algorithms to mine, identify, and predict risks and low-quality merchants, products, and creators in e-commerce scenarios and support business control.
  • •Use algorithms to detect events and behaviors affecting 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 content understanding, multimodal representation, community mining, and live streaming/video management.
  • •Develop 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 and support scalable, optimized production ML models.

Key Requirements

  • •Currently pursuing an undergraduate or master’s degree in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • •Solid coding skills and familiarity with deep learning/ML and graph neural network frameworks such as PyTorch, TensorFlow, DGL, pyg, and sklearn.
  • •Knowledge of ML/graph learning/sequence learning algorithms (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 strong theoretical foundation in machine learning.
Experience:E-commerceMachine learningGraph learningAI agentsLLM
Education:
Skills:TeamworkCommunication
Tech Stack:PyTorchTensorFlowDGLPygSklearnDeep learningGraph neural networksMachine learningAI agentsLLMNumpyPandasHiveSparkHadoop

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