Quality Analyst Graduate (Monetization Integrity Ops) - 2027 Start

TikTok Pte. Ltd.; Singapore; On-site; SGD 50,000 - 65,000; Full time

Job summary

TikTok Pte. Ltd. is seeking graduates to join Monetization Integrity Ops to support high-quality content moderation at optimal cost.

You will contribute to data-driven audits, root cause analyses, and policy interpretation, collaborating with cross-functional teams and BPO staff. Successful candidates must commit to onboarding by year-end. You'll engage in calibration, AI-enabled improvements, and routine reporting, helping to ensure compliant, accurate moderation while driving global quality

Qualifications

• Bachelor’s degree in Business, Operations, or related field is required.

Responsibilities

• Quality Assurance & Auditing: Conduct regular analytical audits of human moderation, ensuring processes comply with data protection and Trust & Safety standards while meeting targets (Accuracy, RCA, Appeal success rates).
• Data Analysis & RCA: Perform deep-dives into recurring quality issues through Root Cause Analysis, identify error patterns, and translate data into actionable feedback for Operational Guidelines & Standards and Operations Teams.
• Policy Interpretation & Curation: Provide expert judgment on complex, ambiguous, or high-risk cases under quality methodologies and processes (like KOM).
• Calibration & Collaboration: Lead calibration sessions to ensure consistency across different moderation teams.
• Operational Oversight & Escalation: Manage and resolve unprecedented edge cases with speed and accuracy.
• Technical Reporting & AI Utilization: Leverage AI to improve performance and reduce manual tasks; prepare weekly and monthly reports focusing on market accuracy, error trends, and policy gaps.
• Training & Policy Cascade: Lead or support training rollouts for new policy changes and operational guideline updates, especially for BPO staff.

Skills

Analytical skills

Problem solving

Cross-functional communication

Policy interpretation

Technical reporting

Training facilitation

AI utilization

Education

Bachelor’s degree in Business or related field

Tools

QA/calibration tools

Job description

Responsibilities

About the Team: Monetization Integrity Ops plays a critical role in supporting TikTok's Trust & Safety objectives. Our primary focus is on delivering high-quality content moderation at optimal cost, ensuring minimal exposure of both the platform and advertisers to high-risk content. From an advertiser's perspective, we are committed to driving consistency and accuracy in moderation outcomes, whether automated or human-led, so that brands can build trusted, long-term, and mutually beneficial commercial relationships with TikTok.

Guided by the MI team's broader mission to make TikTok the world's most trusted ecosystem and the easiest platform to advertise on, our work contributes to TikTok’s overall success in several key ways:

• Enabling Growth: By creating a safe and reliable advertising environment that attracts and retains global partners.
• Ensuring Compliance: By upholding moderation standards that align with legal, regulatory, and brand safety requirements.
• Driving Innovation: By leveraging automation, data, and human expertise to continuously improve moderation outcomes.

We are looking for talented individuals to join our team. As a graduate, you will get opportunities to pursue bold ideas, tackle complex challenges, and unlock limitless growth. Successful candidates must be able to commit to an onboarding date by the end of the year.

Applications will be reviewed on a rolling basis

Responsibilities

• Quality Assurance & Auditing: Conduct regular analytical audits of human moderation, ensuring all processes comply with data protection and Trust & Safety standards while maintaining specific audit targets (e.g., Accuracy, RCA, and Appeal success rates).
• Data Analysis & RCA: Perform deep-dives into recurring quality issues through Root Cause Analysis (RCA), spot error patterns, and translate data into actionable feedback for Operational Guidelines & Standards and Operations Teams to drive continuous process optimization.
• Policy Interpretation & Curation: Act as an authority to provide expert judgment on complex, ambiguous, or high-risk cases under quality methodologies and processes (like KOM).

Deeply interpret safety guidelines and validate "golden sets" (benchmark data) to guide enforcement accuracy.

• Calibration & Collaboration: Lead calibration sessions to ensure consistency across different moderation teams.

Partner with cross-functional stakeholders (BPO Partners, PPS, PS, and OGS teams) to simplify complex policy explanations and drive global quality goals.

• Operational Oversight & Escalation: Manage and resolve unprecedented "edge cases" with speed and accuracy.

Drive policy cascading to ensure new policies & operational guidelines updates are 100% communicated and implemented across all relevant internal and external partners.

• Technical Reporting & AI Utilization: Leverage AI to improve performance and reduce manual, repetitive tasks.

Utilize QA dashboards, RCA tools, and calibration platforms to prepare comprehensive weekly and monthly reports focusing on market accuracy, error trends, and policy gaps.

• Training & Policy Cascade: Lead or support training rollouts for new policy changes and operational guideline updates, especially for BPO staff, ensuring changes are clearly understood, operationalized, and consistently applied.

This is estimated to take up around 20% of total monthly output deliverables.

Qualifications

Minimum Qualification(s)

• Education: Bachelor’s degree in Business, Operations, or related field.
• Analytical & Problem-Solving Skills: Strong capability in conducting Root Cause Analysis (RCA), identifying trend patterns, and suggesting process optimizations that reduce error rates while maintaining high-speed moderation.
• Policy Interpretation & Judgment: Good understanding of content policies and SOPs, with the critical thinking skills required to make expert judgments on complex or high-risk escalation cases.
• Cross-Functional Communication: Good stakeholder management skills with the ability to lead calibration sessions, deliver training, and partner with BPO and internal teams to align on global quality goals.
• Technical & Reporting Proficiency: Fluency in data visualization, reporting, and utilizing QA/calibration tools.

Ability to leverage Artificial Intelligence (AI) to streamline workflows and provide actionable feedback on system functionality.

• Training & Facilitation Capability: Experience delivering training, policy briefings, or knowledge transfer sessions, ideally in support of policy updates, process changes, or frontline operational teams.

Ability to translate complex policy language into clear, practical guidance for BPO staff. Preferred Qualification(s)

• 1+ year of experience in conducting analytical audits, tracking performance targets, and maintaining data integrity within a trust and safety, compliance, or high-volume operational environment (internship experience included).
• Experience working in fast-paced, high-volume operational environments
• Past internships in high-growth tech or platform-based environments.
• Strong attention to detail with ability to follow structured frameworks and guidelines
• Exposure to cross-functional/cross-regional collaboration.