Youth Safety Analyst (Long-Term Containment), Trust & Safety

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningSkills: ["Critical thinking","Investigative mindset","Root cause analysis","Written communication","Verbal communication"]

Own long-term containment of youth-safety harms by turning escalation signals into broader cluster, network, or behavior-pattern strategies. Investigate repeat incidents across product surfaces, query large datasets, and build/testing containment approaches using automation such as sweeps, rule logic, and seed banks. Partner with Risk Detection, Rapid Response, Account Risk Management, Policy, Product, and Operations to measure impact and drive root-cause remediation.

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FursaFursa
TikTok
TikTok
1 day ago

Youth Safety Analyst (Long-Term Containment), Trust & Safety

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Source: Company careers pageValidated by: Fursa AI
Last checked: 5 hours agoStatus: Live

Job Summary

Own long-term containment of youth-safety harms by turning escalation signals into broader cluster, network, or behavior-pattern strategies. Investigate repeat incidents across product surfaces, query large datasets, and build/testing containment approaches using automation such as sweeps, rule logic, and seed banks. Partner with Risk Detection, Rapid Response, Account Risk Management, Policy, Product, and Operations to measure impact and drive root-cause remediation.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Investigate repeat youth-safety escalations across Accounts, Search, Video, Photo, Audio, LIVE, and Comments to identify and close enforcement gaps.
  • •Expand individual escalation signals into broader violating cluster, network, or behavior patterns to deliver durable containment rather than one-off takedowns.
  • •Build and maintain containment strategies (sweeps, trend rules, seed banking, and automation-driven detection) and govern their precision and recall over time.
  • •Develop scripts and methodologies to detect and recall risk signals and clusters with high accuracy, including where existing tools are insufficient.
  • •Own and report enforcement actions and metrics (e.g., escalation reduction, prevalence, discoverability, recidivism) and partner cross-functionally to implement containment and drive root-cause remediation.

Key Requirements

  • •3+ years of experience in Trust & Safety, risk analysis, fraud or abuse investigations, intelligence analysis, or related integrity work in a tech platform, consulting, or regulatory environment.
  • •Strong critical thinking and investigative skills to break down ambiguous problems into testable hypotheses and distinguish one-off incidents from systemic patterns.
  • •Technical data skills, including proficiency in SQL (or equivalent) for querying large datasets, plus data visualization to reach defensible conclusions.
  • •Familiarity with the Trust & Safety risk lifecycle (detection, containment, prevention) and how enforcement holds up over time.
  • •Experience with root cause analysis and translating findings into enforcement actions, rules, or recommendations.
Experience:Trust & SafetyFraud and abuse investigationsIntelligence analysisRisk analysisYouth safetyIntegrity domain
Skills:Critical thinkingInvestigative mindsetRoot cause analysisWritten communicationVerbal communication
Tech Stack:SQLPythonData visualization

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