Content Quality and Evaluation Specialist Graduate (Arabic - 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.
Builds and enforces quality standards for multilingual, multimodal data used both in platform content governance and in training and evaluating large language models. The team sits in AI Data Service & Operations for TikTok's international products and covers safety and non-safety domains, aiming to keep training and evaluation data consistent enough to hold up under model and business scrutiny.
What you'd do
- Help set and refine quality rules, judgment guidance, and acceptance thresholds for LLM training and evaluation data.
- Assess data outputs against standards, catch problems, and see corrections through to completion.
- Handle hard, unclear, and borderline cases, then convert the decisions into rules and reference material others can reuse.
What it asks for
- Background in data quality, QA, moderation, compliance, content ops, editorial review, or AI data labeling (strong plus)
- Excellent English proficiency, with IELTS 7.5 or TOEFL 105 or equivalent
- Ability to apply intricate guidelines or policies to written work
- Proficiency in Excel and common data tools
- Hands-on use of popular LLM tools and a grasp of what AI can and can't do (preferred)
- Working knowledge of content policy, guideline writing, or enforcement workflows (preferred)
Worth knowing
- Graduate role requiring an onboarding date 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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