2 days ago

TikTok Shop - Global Risk Strategy Product Manager

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI

Last checked: 8 hours agoStatus: Live

Job Summary

Own the strategy and end-to-end risk defense lifecycle for TikTok Shop’s global marketplace. Lead roadmaps for global risk domains and translate risk logic into standardized playbooks and decision pathways. Use SQL and advanced ML metrics to diagnose model health, detect drift, and tune thresholds. Drive AI and LLM/agent workflows to automate risk operations and collaborate across Data, Algorithm, Engineering, and Operations to ship scalable protections.

Location: Seattle

Employment Type: Full time

Job Function: Product Management

Seniority: Mid level

Key Responsibilities

•Lead the strategic roadmap for specific global risk domains, designing and implementing systemic defense frameworks (risk engine integration, feature logic, decision pathways).
•Drive risk operations transformation through AI by translating risk judgment criteria into LLM prompts and agentic workflows to automate decision-making.
•Perform deep-dive root cause analysis on strategy performance and model health, interpreting feature distributions and data trends to identify drift and adjust thresholds.
•Translate risk logic into standardized global playbooks and quality benchmarks to ensure consistent defense across localized markets.
•Bridge technical requirements into scalable product roadmaps and specifications, driving cross-functional execution across Data, Algorithm, Engineering, and Operations teams.

Key Requirements

•5+ years of experience in risk management, trust & safety, or anti-fraud in large-scale technology ecosystems, including detecting and mitigating high-concurrency adversarial attacks.
•Proficiency in SQL to extract insights and risk signals from large-scale, complex datasets.
•Strong understanding of machine learning principles, including designing features and evaluating model performance (Precision, Recall, AUC) to optimize risk-reward trade-offs.
•Hands-on experience applying AI/LLMs, including prompt engineering and orchestrating AI agents to solve operational challenges.
•Exceptional ability to influence and collaborate across business, data, engineering, and operations, with a strong sense of ownership in ambiguous environments.

Experience:5+ yearsRisk managementTrust & safetyAnti-fraudMachine learningAI/LLM

Skills:InfluenceCollaborationOwnershipData-driven decision-making

Tech Stack:SQLMachine learningPrecisionRecallAUCLLMPrompt engineeringAI agents

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

Website LinkedIn

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TikTok

2 days ago

TikTok Shop - Global Risk Strategy Product Manager

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI

Last checked: 8 hours agoStatus: Live

Job Summary

Location: Seattle

Employment Type: Full time

Job Function: Product Management

Seniority: Mid level

Key Responsibilities

•Lead the strategic roadmap for specific global risk domains, designing and implementing systemic defense frameworks (risk engine integration, feature logic, decision pathways).
•Drive risk operations transformation through AI by translating risk judgment criteria into LLM prompts and agentic workflows to automate decision-making.
•Perform deep-dive root cause analysis on strategy performance and model health, interpreting feature distributions and data trends to identify drift and adjust thresholds.
•Translate risk logic into standardized global playbooks and quality benchmarks to ensure consistent defense across localized markets.
•Bridge technical requirements into scalable product roadmaps and specifications, driving cross-functional execution across Data, Algorithm, Engineering, and Operations teams.

Key Requirements

•5+ years of experience in risk management, trust & safety, or anti-fraud in large-scale technology ecosystems, including detecting and mitigating high-concurrency adversarial attacks.
•Proficiency in SQL to extract insights and risk signals from large-scale, complex datasets.
•Strong understanding of machine learning principles, including designing features and evaluating model performance (Precision, Recall, AUC) to optimize risk-reward trade-offs.
•Hands-on experience applying AI/LLMs, including prompt engineering and orchestrating AI agents to solve operational challenges.
•Exceptional ability to influence and collaborate across business, data, engineering, and operations, with a strong sense of ownership in ambiguous environments.

Experience:5+ yearsRisk managementTrust & safetyAnti-fraudMachine learningAI/LLM

Skills:InfluenceCollaborationOwnershipData-driven decision-making

Tech Stack:SQLMachine learningPrecisionRecallAUCLLMPrompt engineeringAI agents

Company Brief

TikTok

Industry: Digital Media

Company Size: Enterprise (1,001+ employees)

Growth: Scaleup

Headquarters: Singapore, Singapore

Founded: 2016

Website LinkedIn