ML Engineer — E‑commerce Data & Insights

TikTok; Singapore; On-site; SGD 52,000 - 76,000; Full time

Job summary

TikTok Singapore is seeking a graduate data engineer/scientist to join our data-empowered e-commerce initiative. You will work on data mining pipelines, extract actionable insights from large domain data, and help tailor e-commerce experiences with advanced ML techniques.

Collaboration with cross-functional teams and rapid prototyping are encouraged to drive impact. Successful candidates should be graduating soon with a CS/SE degree, strong coding ability, and a keen interest in data-driven

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 concepts.
• Proficient in Python/Java/Go/C++ and common data structures.
• Strong problem solving, quick learner, independent research ability and teamwork.

Responsibilities

• Develop data-empowered capabilities for the e-commerce platform to extract key insights from large data sets.
• Build data mining pipelines to extract assets and enable actionable insights.
• Design ML strategies and algorithms to improve data asset accuracy and coverage.
• Analyze data-related business problems and translate them into data requirements.

Skills

Python

Java

Go

C++

Data mining

ML

Education

Bachelor's or Master's in Computer Science / Software Engineering

Job description

TikTok Singapore is seeking a graduate data engineer/scientist to join our data-empowered e-commerce initiative. You will work on data mining pipelines, extract actionable insights from large domain data, and help tailor e-commerce experiences with advanced ML techniques.

Collaboration with cross-functional teams and rapid prototyping are encouraged to drive impact. Successful candidates should be graduating soon with a CS/SE degree, strong coding ability, and a keen interest in data-driven