Live Platform ML Engineer

TikTok; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

TikTok is seeking a Live Platform Intelligence professional to optimize LIVE revenue, creator engagement, and platform health across global audiences. You will collaborate with data science to build models for automated operations and analyze user behavior to drive actionable optimizations.

Join a cross-functional team that drives scalable improvements in live experiences, ensuring a secure and engaging environment for billions of users worldwide.

Qualifications

• Master's degree or above in Computer Science or equivalent practical experience.
• Familiar with machine learning and deep learning algorithms (DNN, NLP, CV).
• Familiar with big data frameworks (Flink, Spark, Hive).
• Strong problem-solving, critical thinking, and statistical foundations.

Responsibilities

• Participate in optimizing TikTok LIVE business and user experience for billions of users.
• Apply cutting-edge ML models to improve LIVE revenue and content quality.
• Analyze user behavior and provide optimization directions for improvements.

Skills

Machine Learning

Deep Learning

Big Data

Problem Solving

Statistical Knowledge

Education

Master's degree in CS

Tools

Flink

Spark

Hive

Job description

TikTok is seeking a Live Platform Intelligence professional to optimize LIVE revenue, creator engagement, and platform health across global audiences. You will collaborate with data science to build models for automated operations and analyze user behavior to drive actionable optimizations.

Join a cross-functional team that drives scalable improvements in live experiences, ensuring a secure and engaging environment for billions of users worldwide.