Machine Learning Engineer Graduate (TikTok Shop Global E-Commerce, Risk Control) - 2026 Start (PhD)

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: phdSkills: ["Communication","Critical thinking","Data-driven thinking","Cross-functional collaboration"]

Build and deploy machine learning solutions that identify and prevent fraudulent activity across TikTok Shop’s e-commerce ecosystem. Work with large-scale business and security data to detect abnormal user behavior and evolving risky patterns, then create data pipelines enabling scalable, real-time risk prevention. Collaborate cross-functionally to test effectiveness and continuously improve models in a privacy-safe, secure environment.

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FursaFursa
TikTok
TikTok
1 month ago

Machine Learning Engineer Graduate (TikTok Shop Global E-Commerce, Risk Control) - 2026 Start (PhD)

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Source: Company careers pageValidated by: Fursa AI
Last checked: 31 minutes agoStatus: Live

Job Summary

Build and deploy machine learning solutions that identify and prevent fraudulent activity across TikTok Shop’s e-commerce ecosystem. Work with large-scale business and security data to detect abnormal user behavior and evolving risky patterns, then create data pipelines enabling scalable, real-time risk prevention. Collaborate cross-functionally to test effectiveness and continuously improve models in a privacy-safe, secure environment.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Graduate level

Key Responsibilities

  • •Develop machine learning solutions to identify and prevent fraudulent activities.
  • •Analyze large volumes of business and security data to detect abnormal user behavior and emerging risky patterns.
  • •Build data pipelines to enable scalable, real-time risk prevention.
  • •Analyze and test the effectiveness of built solutions.
  • •Collaborate with cross-functional teams to mitigate business risks and develop/deploy/monitor models with relevant software platforms.

Key Requirements

  • •Completing or having recently completed a PhD in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • •Strong coding skills in one or more programming languages.
  • •Familiarity with machine learning frameworks such as scikit-learn, TensorFlow, and PyTorch.
  • •Ability to think critically and communicate results in a data-driven, result-oriented way.
Education:PhD / Doctorate
Skills:CommunicationCritical thinkingData-driven thinkingCross-functional collaboration
Tech Stack:Scikit-learnTensorflowPytorch

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