Content Quality and Evaluation Specialist Graduate (Vietnamese - SMO) - 2027 Start
- 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 P1, Junior / Specialist. 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: an early-career or graduate seat · the title reads as P2.
The role, in T&S terms
Written by the T&S Network from TikTok's posting.
Sets quality standards and judgment rules for multilingual safety and non-safety data used to train and evaluate large language models, and for TikTok's content governance. The team sits between model performance and ecosystem governance, acting as the gatekeeper for AI training and evaluation data.
What you'd do
- Shape the quality bar and judgment rules used to build and score LLM training and evaluation data.
- Check data outputs against those standards, flag problems, and make sure fixes get made.
- Resolve hard and ambiguous cases, then convert the outcomes into rules the team can reuse.
- Monitor quality numbers, trace underlying causes, and push fixes into production workflows.
- Work with production, product, algorithm, and policy colleagues so everyone applies the same standards.
What it asks for
- Recent or current Bachelor's in data, statistics, CS, law, linguistics, or social science (preferred).
- Strong English, able to accurately understand English video and text; IELTS 7.5 or TOEFL 105 or equivalent.
- Track record applying detailed guidelines or policies to written work.
- Background in data quality, QA, moderation, compliance, content ops, editorial review, or AI annotation (strong plus).
- Hands-on use of popular LLM tools and a basic sense of what AI can't do (preferred).
- Proficient in Excel and common data tools.
- Strong structured problem-decomposition and articulation skills; detail-oriented.
Worth knowing
- Graduate role with a 2027 start; onboarding required by the end of the year.
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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