Machine Learning Engineer (Community Health) - TikTok BRIC Singapore

Grapevine Round1 AI; Singapore; On-site; SGD 70,000 - 100,000; Full time

Job summary

Grapevine Round1 AI is seeking a skilled Machine Learning Engineer to join the Business Risk Integrated Control team in Singapore. The role involves developing and deploying computer vision and NLP models aimed at detecting fraud and enhancing community experience on TikTok.

The ideal candidate will possess strong deep learning and big data processing skills, working alongside cross-functional teams to build robust infrastructure against risks.

Qualifications

• In-depth research in CV, NLP, Sequence, or Graph fields.
• Strong programming skills in Python, C++, or Java.
• Knowledge of big data processing technologies.
• Hands-on experience in training and deploying deep learning models.

Responsibilities

• Develop and deploy CV, NLP, and graph-based models.
• Collaborate with cross-functional teams.
• Build infrastructure to combat risks across TikTok products.

Skills

Deep learning

Big data processing

Python

C++

Java

Tools

Hive

Spark

Flink

Job description

# Machine Learning Engineer (Community Health) - TikTok BRIC SingaporeTikTokSingaporePosted 6 Jun 2026This Machine Learning Engineer role sits within the Business Risk Integrated Control team at TikTok in Singapore. The role focuses on developing and deploying CV, NLP, and graph-based models to detect platform fraud and secure community experience. You will collaborate with cross-functional teams to build infrastructure and combat risks across TikTok products. Ideal candidates bring strong deep learning and big data processing skills.Matched by TALApply to this role now. Install TAL for a 24/7 AI agent that keeps finding roles personalised for you.Apply nowInstall TALExperienceExperience not specifiedFunctionEngineeringWork modeOnsite, SingaporeCompanyTier 1## What you will work onThis Machine Learning Engineer role sits within the Business Risk Integrated Control team at TikTok in Singapore. The role focuses on developing and deploying CV, NLP, and graph-based models to detect platform fraud and secure community experience. You will collaborate with cross-functional teams to build infrastructure and combat risks across TikTok products. Ideal candidates bring strong deep learning and big data processing skills.## TAL's takeQuality 80/1005/5 clarityTier 1 companyRole at a premier Tier-1 company focusing on high-impact AI/ML security and risk control infrastructure.Clear mission, specific tech stack, and well-defined responsibilities regarding platform integrity and AI model deployment.## Must haves* In-depth research in CV, NLP, Sequence, or Graph fields* Strong programming skills in Python, C++, or Java* Knowledge of big data processing technologies like Hive, Spark, or Flink* Hands-on experience in training and deploying deep learning models## Tools and skillspythonc++javacvnlpsequence modelsgraph modelshivesparkflinkNice to have: risk control algorithm research.## About the companyTikTok is a global tier-1 tech company with a massive engineering scale.