AI Model Reinforcement Graduate (Platform Responsibility) - 2027 Start

TikTok; Kuala Lumpur; On-site; MYR 30,000 - 54,000; Full time

Job summary

TikTok is seeking a Graduate Data Quality Analyst to join the Safety Model Operations team. You will help define data quality standards for large-scale model training, review outputs, and contribute to the feedback loop that improves safety systems across regions.

Successful candidates will hold a Bachelor's degree, have excellent English skills, and be comfortable with Excel and data-processing tools. Onboarding is by year-end, with rolling review of applications and opportunities to grow

Qualifications

• Bachelor's degree required.
• Excellent English listening, speaking, reading and writing skills.
• Familiarity with Excel and other data-processing tools.

Responsibilities

• Formulate and iterate data quality standards for large-model training and evaluation.
• Review data outputs against quality standards and drive corrections for accuracy and consistency.
• Discuss complex edge cases and turn findings into reusable judgment rules and knowledge assets.
• Track quality performance, identify root causes, and push improvements in production processes.
• Collaborate with cross-functional teams to align quality standards with production workflows.

Skills

English proficiency

Analytical thinking

Communication skills

Education

Bachelor's degree

Tools

Excel

Job description

About the Team Generative AI and large language models are reshaping the core capabilities of global content platforms - and high-quality training and evaluation data is one of the key factors that determines a model's ceiling. The Safety Model Operations [SMO] team is responsible for building, optimizing, and maintaining machine learning models and operational processes that support TikTok's Trust & Safety systems. We ensure that automated safety models perform effectively in identifying harmful content, mitigating risks, and maintaining a safe user environment across regions.

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.

Please state your availability and graduation date clearly in your resume. Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to our Company and its affiliates' jobs globally.

Applications will be reviewed on a rolling basis

• we encourage you to apply early.

Responsibilities

• For large-model training and evaluation scenarios, participate in formulating and continuously iterating data quality standards, judgment rules, and acceptance criteria.
• Review and assess data outputs against quality standards, identify issues, and close the loop on corrections to ensure accuracy and consistency.
• Participate deeply in the assessment and discussion of complex, ambiguous, and edge cases, turning findings into reusable judgment rules and knowledge assets.
• Track quality performance, identify root causes, and drive improvements in production processes and execution.
• Collaborate with production, product, algorithm, strategy, and other teams to align quality standards and connect the "standards-production-acceptance-feedback" loop.

Qualifications

Minimum Qualification(s)

• Bachelor's degree
• Excellent English listening, speaking, reading, and writing skills, including accurate comprehension of English video and text.

IELTS 7.5, TOEFL 105, or equivalent.

• Familiarity with Excel and other common data-processing tools.
• Clear logic and strong structured decomposition, abstraction, synthesis, judgment, and communication skills.

Detail-oriented, with an independent view of what constitutes high-quality data. Preferred Qualification(s)

• Majors in law, philosophy, economics, journalism, languages, social sciences, or related fields are preferred.
• Internship or project experience in data quality, content moderation, compliance, content operations, AI data, or annotation is preferred.
• Deep experience with mainstream foundation-model products such as ChatGPT, Claude, Gemini and a basic understanding of AI capability boundaries, are preferred.

Unlock job insights

Hirer responsiveness Salary match Number of applicants

Online Media & eCommerce More than 10,000 employees

TikTok is the world's leading destination for short-form video. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Our employees lead with curiosity, and move at the speed of culture. Combined with our company's flat structure, you'll be given dynamic opportunities to make a real impact on a rapidly expanding company as you grow your career. We have offices across Asia Pacific, the Middle East, Europe, and the Americas - and we're just getting started.