Machine Learning Engineer Graduate (Global E-Commerce, Risk Control) - 2027 Start

TikTok
Singapore
Full timeFunction: Data Science & Machine LearningEducation: mastersSkills: ["Critical thinking","Communication","Data-driven mindset"]

Join the E-Commerce Risk Control team to develop domain-specific machine learning/LLM/agent solutions that detect and prevent cross-domain fraudulent activity. Mine massive business and security data to uncover evolving risky patterns, and productionize AI agent pipelines for real-time prevention at large global traffic volumes. Evaluate solution effectiveness, collaborate cross-functionally to mitigate business risks, and develop/deploy/monitor models with platform teams.

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FursaFursa
TikTok
TikTok
1 day ago

Machine Learning Engineer Graduate (Global E-Commerce, Risk Control) - 2027 Start

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI
Last checked: 12 hours agoStatus: Live
Reposted: first listed 1 day ago

Job Summary

Join the E-Commerce Risk Control team to develop domain-specific machine learning/LLM/agent solutions that detect and prevent cross-domain fraudulent activity. Mine massive business and security data to uncover evolving risky patterns, and productionize AI agent pipelines for real-time prevention at large global traffic volumes. Evaluate solution effectiveness, collaborate cross-functionally to mitigate business risks, and develop/deploy/monitor models with platform teams.
Location: Singapore
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Graduate level

Key Responsibilities

  • •Develop domain-specific machine learning, LLMs, and agent solutions to decode and prevent cross-domain fraudulent activity.
  • •Analyze large business and security datasets to mine abnormal user behavior and uncover evolving risky patterns.
  • •Productionize AI agent pipelines for real-time prevention under massive global traffic volumes.
  • •Analyze and test the effectiveness of built solutions.
  • •Collaborate cross-functionally and with software/platform teams to develop, deploy, and monitor models.

Key Requirements

  • •Completing or recently completed a Bachelor's or Master's degree in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • •Strong coding skills in one or more programming languages.
  • •Good knowledge of machine learning, LLMs, and agentic systems.
  • •Hands-on experience with frameworks such as PyTorch, Scikit-learn, LangChain, and Hugging Face Transformers.
  • •Ability to think critically, communicate, and work in a result-oriented, data-driven manner.
Education:Master's in Software Development, Computer Science, Computer Engineering, or a related technical discipline
Skills:Critical thinkingCommunicationData-driven mindset
Tech Stack:Machine learningLLMAgentic systemsPyTorchScikit-learnLangChainHugging Face Transformers

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