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

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

Build risk-detection and governance models for a global e-commerce platform. Mine and predict risks and low-quality merchants, products, and creators, and develop data models to improve product experience and operational efficiency. Work on large-scale network/feature sequence modeling and graph storage/graph learning for community governance, while researching and deploying scalable machine learning solutions in production.

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FursaFursa
TikTok
TikTok
1 day ago

Machine Learning Engineer Graduate (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 risk-detection and governance models for a global e-commerce platform. Mine and predict risks and low-quality merchants, products, and creators, and develop data models to improve product experience and operational efficiency. Work on large-scale network/feature sequence modeling and graph storage/graph learning for community governance, while researching and deploying scalable machine learning solutions in production.
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.
  • •Use algorithms to identify 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 in the e-commerce community.
  • •Research and implement cutting-edge machine learning/graph/sequence learning technologies and support scalable, optimized ML model production.

Key Requirements

  • •Completing or having recently completed a Bachelor's or Master's degree in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • •Strong coding skills and experience with deep learning/graph neural network/ML frameworks such as PyTorch, TensorFlow, DGL, pyg, and sklearn.
  • •Knowledge of machine learning/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 solid theoretical foundation in machine learning.
Experience:E-commercePlatform governanceGraph learningAI agentsLLM-based applications
Education:
Skills:TeamworkCommunication
Tech Stack:PyTorchTensorFlowDGLPygSklearnDeep learningGraph neural networksNumpyPandasHiveSparkHadoopLLMAI-AgentGraph 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