PhD ML Engineer Intern — Real-Time Live Platform

TikTok; Singapore; On-site; SGD 17,000 - 26,000; Full time

Job summary

TikTok is offering a PhD internship in machine learning at our Singapore office. You will work on real-time, high-scale live streaming platforms and collaborate with product teams to optimize revenue and engagement for billions of users.

You will gain hands-on experience in model-driven and data-driven approaches, contribute to exciting research projects, and participate in a dynamic internship program with mentorship and industry exposure.

Qualifications

• Pursuing a PhD in CS or a quantitative field.
• Familiar with ML/DL algorithms incl. DNN, NLP, CV.
• Experience with large-scale data processing frameworks.

Responsibilities

• Participate in building real-time, high-performance live streaming infrastructure.
• Engage in optimization of TikTok LIVE business metrics and user experience.
• Collaborate with product teams to analyze user behavior and propose optimization directions.

Skills

ML/DL basics

Big data tools

Mathematics

Problem solving

Education

PhD in Computer Science or quantitative field

Tools

Flink

Spark

Hive

Job description

TikTok is offering a PhD internship in machine learning at our Singapore office. You will work on real-time, high-scale live streaming platforms and collaborate with product teams to optimize revenue and engagement for billions of users.

You will gain hands-on experience in model-driven and data-driven approaches, contribute to exciting research projects, and participate in a dynamic internship program with mentorship and industry exposure.