ML Engineer Intern: Data-Driven E‑Commerce

TikTok; Singapore; On-site; SGD 10,000 - 16,000; Full time

Job summary

TikTok is looking for a motivated intern to join the TikTok Shop team in Singapore. You will help develop data-empowered capabilities for the e-commerce platform and enable verticals to extract insights from large datasets.

The role offers exposure to data mining pipelines, ML techniques, and cross-functional collaboration with teams across product and engineering. This internship provides hands-on experience, industry exposure, and growth opportunities.

Qualifications

• Currently pursuing an Undergraduate or Master's degree in Computer Science, Software Engineering, or a related technical discipline.
• Familiar with common statistical machine learning model algorithms, understands deep learning principles and frameworks.
• Familiar with one of the Python/Java/Go/C++ programming languages and common data structures and algorithms; demonstrable coding ability.
• Good problem analysis and solving ability, quick learner with independent research ability, strong collaboration and teamwork mindset.

Responsibilities

• Responsible for development of data-empowered capabilities for e-commerce platform, enable different e-commerce verticals to extract and apply key insights from oceans of data to meet their business needs.
• Develop data mining pipelines to extract data assets (eg. entity labels) from aggregated data and enable the extraction of actionable insights from large volumes of domain data.
• Design and development of various strategies, algorithms and machine learning techniques to improve the accuracy and coverage of extracted data assets.
• Analyze e-commerce data-related business problems and abstract them into data-related requirements that are then implemented to help resolve key business problems.

Skills

Python/Java/Go/C++

Statistical ML concepts

Analytical thinking

Team collaboration

Education

Undergraduate or Master's in CS/Software Eng

Job description

TikTok is looking for a motivated intern to join the TikTok Shop team in Singapore. You will help develop data-empowered capabilities for the e-commerce platform and enable verticals to extract insights from large datasets.

The role offers exposure to data mining pipelines, ML techniques, and cross-functional collaboration with teams across product and engineering. This internship provides hands-on experience, industry exposure, and growth opportunities.