ML Engineer - E-commerce Insights & Data Pipelines

TikTok; Singapore; On-site; SGD 100,000 - 170,000; Full time

Job summary

TikTok Shop is seeking a data-driven professional to build data-empowered capabilities for our e-commerce platform. You will extract insights from large volumes of data and design mining pipelines to support multiple verticals.

You will apply ML techniques to improve data asset quality and enable scalable analytics across a globally distributed team, helping merchants grow with affordable, high-quality products.

Qualifications

• Bachelor’s or Master’s in Computer Science, Software Engineering, or related discipline.
• Familiarity with common statistical machine learning model algorithms and deep learning principles.
• Proficient in Python/Java/Go/C++ and data structures/algorithms; demonstrated coding ability.
• Strong problem analysis and independent research skills; good teamwork.

Responsibilities

• Develop data-empowered capabilities for the e-commerce platform and enable verticals to extract insights from data.
• Build data mining pipelines to extract data assets and enable actionable insights from large data volumes.
• Design and apply machine learning strategies to improve data asset accuracy and coverage.
• Translate business problems into data requirements and implement solutions.

Skills

Programming languages (Python/Java/Go\

Statistical ML models

Problem solving

Education

Bachelor’s/Master’s in CS/SE/related

Job description

TikTok Shop is seeking a data-driven professional to build data-empowered capabilities for our e-commerce platform. You will extract insights from large volumes of data and design mining pipelines to support multiple verticals.

You will apply ML techniques to improve data asset quality and enable scalable analytics across a globally distributed team, helping merchants grow with affordable, high-quality products.