Content Quality and Evaluation Specialist (Mandarin Speaking) - Safety Model Operations
- Location
- Kuala Lumpur, Malaysia
- Salary range
- Not stated
- Workplace
- In office
- Level
- Individual contributor
- Job family
- Quality Assurance
- Posted
- Recently
The T&S Network estimates this role to be P2, Professional. We don't yet know typical pay for this level in Malaysia. Most of our pay data comes from US roles. If you work in Trust & Safety in Malaysia, add your pay to help others. Key skills at this level: reads queue health from the metrics and knows which ones lie, balances accuracy, throughput and wellbeing as one problem, and runs a shift against demand that spikes without warning.
Why this level
Estimated from the posting rather than stated by the employer: the title reads as P2.
The role, in T&S terms
Written by the T&S Network from TikTok's posting.
Quality assurance and evaluation work for the machine learning models that flag harmful content on TikTok, sitting in the Safety Model Operations team. The role builds and maintains the Golden Sets, which are the ground-truth labeled data used to judge platform safety policies, AI model evaluation and enforcement teams, and works on the labeling accuracy the automated safety systems depend on.
What you'd do
- Build and iterate Golden Sets by curating long-tail, high-risk and complex edge cases as ground truth.
- Run deep-dive analyses on high-risk and heavily debated cases to find patterns of policy misapplication.
- Turn macro policies into executable SOPs and operational guidelines.
- Work with Operations, Algorithm and Product teams to find system weak points using Golden Set metrics.
- Set up daily quality assurance mechanisms and a content quality management framework.
- Track and attribute data metrics to improve accuracy and operational efficiency.
What it asks for
- Several years working in internet Trust & Safety, QA, AI data evaluation or policy operations.
- Strong logical reasoning and ability to find root causes in ambiguous business scenarios.
- Working-level fluency in English for professional use.
- Mandarin proficiency, required for daily liaison with the China team.
- Extreme attention to detail and consistency in standards.
- Understanding of machine learning logic and data labeling frameworks (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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