Workforce Management Specialist (Monetisation Integrity Ops)
- Locations
- Singapore · Kuala Lumpur, Malaysia
- Salary range
- Not stated
- Workplace
- In office
- Level
- Individual contributor
- Job family
- Investigations
- Posted
- Recently
The T&S Network estimates this role to be P3, Senior. We don't yet know typical pay for this level outside the US. Most of our pay data comes from US roles. If you work in Trust & Safety outside the US, add your pay to help others. Key skills at this level: runs an investigation end to end, from signal to enforcement to writeup, builds and maintains the tradecraft others on the team follow, and works law enforcement and external referral pathways correctly.
Why this level
Estimated from the posting rather than stated by the employer: asks for 5+ years · the title reads as P2.
The role, in T&S terms
Written by the T&S Network from TikTok's posting.
Workforce planning for monetization integrity operations, covering content moderation and ads review staffed in-house and at vendor sites. The team sits within MI Workforce Management and is there to make sure operations are staffed to match incoming volume and aligned with platform growth.
What you'd do
- Plan headcount for all MI Operations workforce needs across in-house and vendor sites so the right staff are available at the right time.
- Agree required Auto-Moderation levels with internal teams to optimize human-review performance.
- Find where forecasts miss and fix them, and set and maintain OKRs that push performance higher.
- Coordinate with operations on headcount needs and cross-utilization when moderation volumes spike or absenteeism rises.
- Monitor operational performance, evaluate schedules against incoming volume, and assess productivity, quality and service standards using performance and financial data.
- Analyze business and operational data to produce executive-level insights on rightsizing, economies of scale and operations improvements.
What it asks for
- 5+ years in data, business or product analytics, or workforce management.
- Proven business partnering and cross-functional project experience with hands-on capacity planning in a multi-channel, multi-site tech or media company.
- Deep understanding of operational statistics and service-environment business dynamics.
- Expert Excel and advanced SQL skills.
- Knowledge of forecasting models and methods.
- Ads or content moderation experience (preferred).
- Business intelligence tools such as Tableau or Power BI (preferred).
Our best summary of the posting, and it can be wrong. The employer's posting is what counts: read it in full on TikTok before you apply. If we got something wrong, report this listing.
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Still listed 14 hours ago
About TikTok

The employer
About TikTok
Social platforms · Media and streaming · Culver City, CA · 50,001 to 100,000 people · Founded 2016
Short-form video platform, run by ByteDance outside the US and by a joint venture of Oracle, Silver Lake and MGX inside it since 2026.
Moderation, reported
TikTok filed 37.7M moderation decisions with the European Commission for May 2026.
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