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

ByteDance
Singapore
Full timeFunction: Data Science & Machine LearningSkills: ["Critical thinking","Communication","Result-oriented thinking","Data-driven decision making"]

Join the E-Commerce Risk Control team to develop domain-specific machine learning, LLMs, and AI agents that detect and prevent cross-domain fraud. You’ll analyze large business and security datasets to uncover abnormal user behavior, productionize real-time prevention pipelines, evaluate model effectiveness, and collaborate with cross-functional partners to mitigate business risks at global traffic scale.

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FursaFursa
ByteDance
ByteDance
1 day ago

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

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Source: Company careers pageValidated by: Fursa AI
Last checked: 13 hours agoStatus: Live

Job Summary

Join the E-Commerce Risk Control team to develop domain-specific machine learning, LLMs, and AI agents that detect and prevent cross-domain fraud. You’ll analyze large business and security datasets to uncover abnormal user behavior, productionize real-time prevention pipelines, evaluate model effectiveness, and collaborate with cross-functional partners to mitigate business risks at global traffic scale.
Location: Singapore
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Graduate level

Key Responsibilities

  • •Develop domain-specific machine learning/LLM/agent solutions to decode and prevent cross-domain fraud.
  • •Analyze large business and security data to identify abnormal user behavior and evolving risky patterns.
  • •Productionize AI agent pipelines for real-time prevention under massive global traffic.
  • •Analyze and test the effectiveness of the built solutions.
  • •Work in cross-functional teams to mitigate business risks and collaborate on model development/deployment/monitoring.

Key Requirements

  • •Completing or recently completed a Bachelor’s or Master’s degree in Software Development, Computer Science, Computer Engineering, or a related technical field.
  • •Strong coding skills in one or more programming languages.
  • •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 and communicate clearly in a result-oriented, data-driven way.
Experience:E-commerceFraud detectionRisk control
Skills:Critical thinkingCommunicationResult-oriented thinkingData-driven decision making
Tech Stack:Machine learningLLMsAgentic systemsPyTorchScikit-learnLangChainHugging Face Transformers

Company Brief

ByteDance
Develops consumer internet and content platforms, including TikTok and other apps for short-form video, news, and entertainment. It also builds advertising, commerce, and creator tools that connect audiences, brands, and publishers across global markets.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Established Company
Headquarters: Beijing, China
Founded: 2012
WebsiteLinkedIn