AI-Driven Ads Risk Strategy & Operations Lead

TikTok; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

TikTok is seeking a Risk Strategy & Operations Manager/Analyst to design risk control strategies for TikTok Commercial Ads. This role covers content security, behavioral risks, advertiser integrity, and other bottom‑line user experience risks, leveraging AI/LLM-powered analysis workflows.

The ideal candidate should translate ambiguous risk problems into structured strategies, data‑driven insights, and scalable operational solutions while collaborating with cross‑functional teams across the

Qualifications

• Bachelor’s degree or higher in a quantitative field.
• 1+ years of risk management in the internet industry with strong risk sensitivity and rapid response capability.
• Strong proficiency in data‑driven operations and statistical analysis, with hands‑on experience using SQL and/or Python to diagnose problems, evaluate strategies, and support decision‑making.
• Practical understanding of AI/LLM applications, such as prompt engineering, AI‑assisted analysis, workflow automation, agent‑based tools, or human‑in‑the‑loop review systems.
• Ability to break down ambiguous risk problems into structured analytical, operational, and productized solutions.
• Excellent communication and coordination skills, with the ability to efficiently drive cross‑functional project implementation.
• A high level of Mandarin proficiency (written and spoken) is required to support CNOB markets.

Responsibilities

• Interpret, analyze, and assess critical risks, emergency situations, and potential challenges. Develop and implement risk control operational plans while balancing business revenue objectives with effective risk control.
• Drive risk metric diagnosis by attributing metric fluctuations, quantifying the differentiation power of risk features, and identifying scalable governance opportunities.
• Explore, design, and iterate AI/Agent-assisted operational workflows, including automated risk signal discovery, evidence extraction, case triage, policy reasoning, anomaly monitoring, and strategy recommendation.
• Collaborate closely with cross-functional teams to translate governance needs into intelligent risk platforms, AI‑assisted tools, processes, and mechanisms.
• Define evaluation criteria and feedback loops for AI‑enabled governance solutions, including precision, recall, operational efficiency, and business impact.
• Accumulate and leverage risk mitigation and security capabilities to continuously improve the accuracy, scalability, and automation level of commercial ads risk governance.

Skills

Data-driven operations

SQL & Python

AI/LLM applications

Communication

Mandarin proficiency

Education

Bachelor's degree or higher in Mathematics/Statistics/CS/Data Science

Tools

SQL

Python

AI agents / LLM workflows

Job description

TikTok is seeking a Risk Strategy & Operations Manager/Analyst to design risk control strategies for TikTok Commercial Ads. This role covers content security, behavioral risks, advertiser integrity, and other bottom‑line user experience risks, leveraging AI/LLM-powered analysis workflows.

The ideal candidate should translate ambiguous risk problems into structured strategies, data‑driven insights, and scalable operational solutions while collaborating with cross‑functional teams across the