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Prepare coding, ML fundamentals (bias-variance, metrics, overfitting), and ranking/recommendation intuition for marketplace outcomes. Be ready to discuss past projects end-to-end and how you’d test a TikTok Shop model change safely for SEA users.
Strong fit if you want early-career ML on a large consumer commerce surface in Singapore, with a 2027 graduate start. Weak fit if you need remote work (role is on-site) or verified pay/culture data before applying—those are not in the listing data.
As a Machine Learning Engineer Graduate on TikTok Shop – SEA, expect supervised work on shop ranking, recommendation, or search signals for commerce in the region: data pipelines, model experiments, offline metrics, and careful launches. Days mix coding, reviews with mentors, and aligning models to SEA marketplace behavior—not general consumer content alone.
Prioritize Python, core ML (supervised learning, ranking/recommendation basics), SQL, experiment design, and production ML hygiene (feature quality, evaluation, monitoring). Domain edge: e-commerce retrieval/ranking and multilingual SEA context. No certification list or costs were provided.
No. The listing places the job in Singapore with remote set to off.
Machine Learning Engineer Graduate for TikTok Shop – SEA, with a 2027 start.
No. This enricher only uses supplied data; compensation and review-site ratings were not provided.
Website: tiktok.com
Public cache only — not an employee review.
MACHINE LEARNING ENGINEER GRADUATE (TikTok Shop - SEA) - 2027 STARTTikTok, SingaporeFull Time, No Remote About This Position We are seeking a highly motivated and skilled Machine Learning Engineer Graduate to join our TikTok Shop team in Singapore. As part of the TikTok Shop - SEA team, you will be responsible for developing innovative machine learning solutions that enhance user experience and drive business growth. Key Responsibilities Collaborate with cross-functional teams to develop and implement advanced machine learning models for e-commerce applications. Analyze large datasets to identify patterns, trends, and insights that can inform product development and business strategies. Design, train, and optimize machine learning algorithms to improve the accuracy of recommendations and personalization features on TikTok Shop. Contribute to the continuous improvement of our e-commerce platform by integrating cutting-edge technologies and methodologies. Skills & Qualifications A recent graduate with a strong background in Computer Science, Data Science, or a related field. Proficiency in programming languages such as Python, R, or Java for machine learning projects. Experience working with big data tools and technologies like Apache Spark, Hadoop, or TensorFlow is a plus. A solid understanding of machine learning algorithms and their applications in e-commerce. Excellent problem-solving skills and the ability to work independently as well as part of a team. More About TikTok TikTok Shop is an innovative content e-Commerce business that leverages short video products to provide users with a seamless shopping experience. Our mission is to become the go-to platform for discovering and purchasing high-quality, affordable goods. By joining our team, you will have the opportunity to contribute to shaping the future of online retail in Southeast Asia. How to Apply To apply, complete your application directly on this page, or you'll be redirected to the employer's application platform to finish submitting there.
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