Machine Learning Engineer - TikTok E-Commerce

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 5+ yearsEducation: bachelorsSkills: ["Critical thinking","Objectivity","Rational reasoning","Data-driven communication","High autonomy"]

Build and deploy machine learning models and risk-control systems for TikTok E-Commerce to protect users and preserve marketplace integrity. You’ll analyze business and security data to uncover evolving attack patterns, define measurable risk metrics, and align stakeholders on data-driven goals. Work on scalable AI/ML pipelines for real-time, unstructured data, run experiments to validate model performance, and troubleshoot deployed model issues.

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FursaFursa
TikTok
TikTok
1 month ago

Machine Learning Engineer - TikTok E-Commerce

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

Source: Company careers pageValidated by: Fursa AI
Last checked: 20 minutes agoStatus: Live

Job Summary

Build and deploy machine learning models and risk-control systems for TikTok E-Commerce to protect users and preserve marketplace integrity. You’ll analyze business and security data to uncover evolving attack patterns, define measurable risk metrics, and align stakeholders on data-driven goals. Work on scalable AI/ML pipelines for real-time, unstructured data, run experiments to validate model performance, and troubleshoot deployed model issues.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Build rules, algorithms, and machine learning models to mitigate business risks on TikTok products/platforms.
  • •Analyze business and security data to uncover evolving attack patterns and identify weaknesses in risk defenses.
  • •Define risk control measurements by quantifying and monitoring risk-related business and operational metrics.
  • •Support production of scalable and optimized AI/ML models, including pipelines for real-time unstructured data.
  • •Run experiments to test deployed model performance and identify and resolve bugs that arise.

Key Requirements

  • •5+ years of experience with solid data science skills.
  • •Proficiency with statistical analytical tools such as SQL, R, and Python.
  • •Bachelor’s degree or higher in computer science, statistics, math, internet security, or related STEM fields.
  • •Familiarity with machine learning and/or social/content online platform analytics.
  • •Ability to think critically, objectively, and communicate in a result-oriented, data-driven manner.
Experience:5+ years
Education:Bachelor's
Skills:Critical thinkingObjectivityRational reasoningData-driven communicationHigh autonomy
Tech Stack:SQLRPythonMachine learningAIML modelsData pipelinesETL

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