Live Platform ML Engineer — Optimization & Insights

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

Job summary

TikTok PTE. LTD. is seeking a skilled Live Platform Intelligence specialist to help optimize LIVE revenue and creator engagement across our global audience.

You will build and deploy model-driven analytics, work with data scientists, and contribute to scalable ML solutions that enhance the live experience for billions of users. You will participate in product discussions, analyze user patterns, and translate insights into concrete optimization directions, while upholding high standards of data

Qualifications

• Master's degree or above in Computer Science or related field.
• Strong knowledge of ML/DL, NLP, CV.
• Experience with big data frameworks (Flink, Spark, Hive) and data analysis.

Responsibilities

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

Skills

Machine Learning

Deep Learning

NLP

Computer Vision

Big Data

Data Analysis

Experimentation

Education

Master's degree in Computer Science

Tools

Flink

Spark

Hive

Job description

TikTok PTE. LTD. is seeking a skilled Live Platform Intelligence specialist to help optimize LIVE revenue and creator engagement across our global audience.

You will build and deploy model-driven analytics, work with data scientists, and contribute to scalable ML solutions that enhance the live experience for billions of users. You will participate in product discussions, analyze user patterns, and translate insights into concrete optimization directions, while upholding high standards of data