Machine Learning Engineer Intern: Build Scalable AI & Graph Models

TikTok; Singapore; On-site; SGD 13,000 - 20,000; Part time

Job summary

TikTok is offering an internship in Singapore focused on applying advanced AI techniques to detect risks and enhance the e-commerce ecosystem. You will work on mining and modeling for risk, content quality, and merchant evaluation, collaborating with cross-functional teams.

The role requires pursuing an undergraduate or master’s degree in a related technical field, with hands-on experience in deep learning frameworks and graph learning.

Qualifications

• Currently pursuing an undergraduate or master’s degree in software development, computer science, computer engineering, or a related technical field.
• Solid coding skills, familiar with deep learning and graph neural networks frameworks such as PyTorch, TensorFlow, DGL, pyg, sklearn.
• Familiar with algorithms in machine learning/graph learning/sequence learning such as graph modeling, node classification, representation learning.
• Experience building or contributing to AI-Agent projects including agent workflow design and multi-agent collaboration.
• Relevant industry experience with solid theoretical foundation of machine learning.

Responsibilities

• Responsible for using algorithms to mine, identify, and predict risks and low-quality merchants, products, and creators in e-commerce scenarios, and assist businesses in managing and controlling them.
• Responsible for using algorithms to identify events and behaviors that affect product experience and efficiency, and building data models to help create a favorable ecosystem and support business operations.
• Participate in building data for various entities such as e-commerce live streaming/video, products, merchants, and creators, building large-scale network/feature sequence models to support business scenarios such as content understanding and governance.
• Participate in building a large-scale graph storage and graph learning platform to improve relationship building and governance within the e-commerce community.
• Explore and research cutting-edge technologies in machine learning/graph learning/sequence learning and related fields, implement these technologies in practical business scenarios, and support the production of scalable and optimised machine learning models.

Skills

Deep learning

Graph neural networks

PyTorch

TensorFlow

ML algorithms

AI-Agent projects

Education

Undergraduate or Master’s in Computer Science/Software Development

Knowledge of ML research

Tools

DGL

pyg

NumPy

Pandas

Hive

Job description

TikTok is offering an internship in Singapore focused on applying advanced AI techniques to detect risks and enhance the e-commerce ecosystem. You will work on mining and modeling for risk, content quality, and merchant evaluation, collaborating with cross-functional teams.

The role requires pursuing an undergraduate or master’s degree in a related technical field, with hands-on experience in deep learning frameworks and graph learning.