Machine Learning Engineer - Video Recommendation-Photo Mode - Singapore

Roles & Responsibilities

Responsibilities

1. Design and develop TikTok’s social recommendation algorithms, building an industry-leading recommendation system to deliver a world-class user experience.

2. Integrate machine learning techniques with various business scenarios (content consumption, social interaction, notifications, following, etc.) to optimize models and strategies, continuously improving recommendation performance.

3. Collaborate closely with product and operations teams to deeply understand user and creator behaviors, and develop targeted algorithm strategies to foster a healthy ecosystem.

4. Research next-generation social recommendation models based on Graph Neural Networks (GNNs) and full-lifecycle user sequence modeling.

Minimum Qualifications

• Master’s degree or higher in Computer Science or a related technical discipline.

For PhD holders : at least 1 year of relevant work experience.

For Master’s degree holders : at least 4 years of relevant work experience.

Tell employers what skills you have

TensorFlow

Machine Learning

Modeling

Big Data

Pipelines

Data Structures

Mathematics

User Experience

Data Mining

PyTorch

Python

Statistics

Data Science

Java

Teamwork Skills

Software Development