Live Platform ML Engineer for Revenue & Creator Experience

TIKTOK PTE. LTD.; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

TikTok in Singapore invites a skilled data/ML professional to join the Live Platform Intelligence team. You will build models and analytics to optimize LIVE revenue and creator engagement, working at the intersection of data science and live content to ensure a robust global experience.

You will analyze user behavior, apply advanced ML techniques, and collaborate with product teams to drive improvements in LIVE metrics and content quality for billions of users worldwide.

Qualifications

• Master's degree or above in Computer Science or equivalent practical experience.
• Familiar with commonly used machine learning and deep learning algorithms, including but not limited to DNN, NLP, CV, etc.
• Familiar with at least one of Flink, Spark, Hive etc., with big data parallel processing experience
• Excellent problem-solving and critical thinking skills, and solid maths foundation, including probability statistics, numerical optimization, etc.

Responsibilities

• Participate in the optimization of TikTok LIVE business and serve the LIVE experience of billions of global users.
• Adopt cutting-edge machine learning models to improve business metrics (LIVE revenue and LIVE content quality), and bring creators/operators the ultimate experience in LIVE business.
• Deeply participate in product/business discussions, analyze and understand user behaviour patterns, and provide optimization directions for improvement.

Skills

ML Algorithms

Problem Solving

Mathematics Foundation

Education

Master's in CS or related

Tools

Flink

Spark

Hive

Job description

TikTok in Singapore invites a skilled data/ML professional to join the Live Platform Intelligence team. You will build models and analytics to optimize LIVE revenue and creator engagement, working at the intersection of data science and live content to ensure a robust global experience.

You will analyze user behavior, apply advanced ML techniques, and collaborate with product teams to drive improvements in LIVE metrics and content quality for billions of users worldwide.