Account Risk Management Analyst - Trust & Safety

TikTok

4.5

(6)

Singapore

Why you should apply for a job to TikTok:

  • 4.5/5 in overall job satisfaction
  • 4.5/5 in supportive management
  • 100% say women are treated fairly and equally to men
  • 100% would recommend this company to other women
  • 100% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.
  • Employee well-being is supported via hybrid work, short-term counseling through our EAP and a premium subscription to Headspace.
  • We embrace diversity across all dimensions and provide employees with 9 employee resource groups globally, including our WOMEN ERG.
  • Comprehensive parental leave policy as well as fertility treatment through healthcare providers with a $20,000 lifetime maximum.
  • #7562082191528036661

    Position summary

    ove both platform safety and operational efficiency.

    • Automate detection and investigation workflows to identify coordinated networks and high-risk account clusters engaged in impersonation, spam, or policy evasion.
    • Design and evaluate analytical frameworks that leverage behavioral, device, and graph signals to detect emerging attack patterns and continuously improve system precision and recall.
    • Conduct research and development on behavioral signals - identify, design, and validate new features or attributes that improve detection coverage and enforcement precision.
    • Fine-tune and operationalize machine learning and anomaly-detection models to assess account-level risk and surface suspicious patterns in near real time.
    • Collaborate cross-functionally with Investigations, Applied Science, and Product teams to improve detection signal quality, model inputs, and decision efficiency.
    • Communicate insights through concise reports, dashboards, and presentations that drive executive and operational decisions.
    • Contribute to continuous improvement of detection and enforcement pipelines through rule refinement, feedback loops, and model retraining cycles.

    Qualifications

    Minimum Qualifications

    • Bachelor's degree in Data Science, Computer Science, Statistics, or related discipline.
    • 5 years of experience using SQL and Python for data exploration, analysis, and pipeline automation.
    • Experience applying ML and anomaly-detection techniques to large, adversarial datasets.
    • Experience with graph analytics or entity-resolution techniques for detecting coordinated or linked behaviors.
    • Strong communication skills; able to distill complex analytical findings for diverse audiences.

    Preferred Qualifications

    • Candidate with risk analytics, trust & safety, fraud, or intelligence analysis background.
    • Candidate with Data Streaming background.

    Why you should apply for a job to TikTok:

  • 4.5/5 in overall job satisfaction
  • 4.5/5 in supportive management
  • 100% say women are treated fairly and equally to men
  • 100% would recommend this company to other women
  • 100% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.
  • Employee well-being is supported via hybrid work, short-term counseling through our EAP and a premium subscription to Headspace.
  • We embrace diversity across all dimensions and provide employees with 9 employee resource groups globally, including our WOMEN ERG.
  • Comprehensive parental leave policy as well as fertility treatment through healthcare providers with a $20,000 lifetime maximum.