Machine Learning Engineer - Video Recommendation-PGC- Singapore - D01 Cecil, Marina, People’s Park, Raffles Place, SG

Roles & Responsibilities

Responsibilities

1. Design and develop TikTok’s recommendation algorithms, build the largest and most diverse professional author creation and sharing platform.

2. Integrate machine learning techniques with various business scenarios 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 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.
• Solid understanding of data structures and algorithms.
• Hands-on software development experience in one or more general-purpose programming languages (e.g., Python, Java, C++).
• Experience in one or more of the following areas : machine learning, recommendation systems, data mining, or related fields.
• Strong communication and teamwork skills.
• Passion for technology and solving challenging problems.

Preferred Qualifications

Tell employers what skills you have

TensorFlow

Machine Learning

MongoDB

Modeling

Big Data

Data Structures

Data Mining

PyTorch

Distributed Systems

Python

Writing

Data Science

Java

Debugging

Teamwork Skills

Software Development