Ground every answer in facts on this page and the original listing. We never invent Glassdoor-style reviews or salaries that are not in our data.
Expect ML fundamentals, ranking or recommendation intuition, A/B testing literacy, and clear talk-throughs of a student or internship project. Be ready to reason about e-commerce growth metrics without inventing company-specific stack details.
Strong fit for new or recent grads who want onsite Singapore work on TikTok commerce ML, care about growth experiments, and can explain models in plain language to product partners.
As a Graduate ML Engineer on TikTok Global E-Commerce Growth in Singapore, days likely mix ranking or recommendation experiments, feature work for shopping funnels, metric reviews with growth partners, and shipping small models or offline evaluations that lift conversion and retention.
No. The listing is Singapore-based with remote set to off.
ML work aimed at shopping and growth outcomes on TikTok’s commerce surfaces, not pure research in isolation.
No. DATA has no compensation figures, and CERTS has no resources to cite.
Website: tiktok.com
Public cache only — not an employee review.
TikTok — Singapore About the Role We are looking for a Graduate Machine Learning Engineer to join our User Growth team in Singapore, focusing on global e-commerce growth. As a member of this dynamic team, you will work on advanced promotion algorithms and real-time budget optimization that directly impact tens of millions of users and billions in GMV. Key Responsibilities Develop and maintain machine learning models for promoting products to our global user base. Analyze data to optimize campaign performance, ensuring maximum return on investment. Collaborate with cross-functional teams to integrate ML solutions into existing systems. Contribute to the development of innovative algorithms that enhance user engagement and drive sales. Qualifications A recent graduate or early-career professional in Computer Science, Data Science, or a related field. Strong understanding of machine learning principles and practical experience with ML tools and frameworks. Familiarity with Python, R, or another programming language commonly used in data science. Experience with real-time data processing systems is a plus. About TikTok TikTok is a leading social media platform that connects people through creativity and self-expression. Our mission is to inspire creativity and bring joy. We believe in fostering an inclusive environment where everyone can share their unique stories and connect with others around the world. Applying for This Role To apply, complete your application directly on this page, or you'll be redirected to TikTok's application platform to finish submitting there.
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