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Expect ML/coding fundamentals, ranking or search-system reasoning, experimental design, and behavioral fit for a 2027 graduate program. Practice explaining tradeoffs on latency, relevance, and evaluation—not memorizing unknown company scorecards.
Strong fit if you want applied ML on large-scale search for commerce content, enjoy metrics-driven iteration, and can work on-site in Singapore for a 2027 graduate start. Thin public workplace-review data here; judge culture from primary recruiting materials and conversations.
As a Machine Learning Engineer Graduate on TikTok Global E-Commerce Search (2027 start), expect work centered on retrieval and ranking for product/search experiences: experiment design, feature and model iteration, offline metrics, online A/B checks, and partnering with search, product, and data peers. Early weeks lean on onboarding, code reviews, and shipping small improvements under senior guidance rather than owning the full stack alone.
Useful foundations: Python, ML fundamentals, information retrieval, ranking/metrics, large-scale data workflows, and solid software practices (testing, reviews, monitoring). No cert family or priced resources were provided for this role.
No. The listing is for Singapore with remote set to off-site unavailable (remote flag 0).
The title specifies a 2027 start as a Machine Learning Engineer Graduate on Global E-Commerce Search.
No salary figures and no certification resources or costs were supplied; do not assume market numbers from this enricher.
Website: tiktok.com
Public cache only — not an employee review.
MACHINE LEARNING ENGINEER GRADUATE (GLOBAL E-COMMERCE, SEARCH) - 2027 START TikTok Singapore Full Time, No Remote About This Position Join TikTok's dynamic team as a Machine Learning Engineer Graduate in the Global E-Commerce, Search division. Our team is at the heart of developing cutting-edge search algorithms for our rapidly expanding global e-commerce platform, serving over 1 billion monthly users worldwide. As part of this role, you will contribute to building and enhancing state-of-the-art machine learning models using advanced NLP, CV, and multi-modal technologies. Key Responsibilities Develop and implement scalable machine learning solutions for e-commerce search functionality. Collaborate with cross-functional teams to design and optimize search algorithms. Analyze large-scale datasets to improve the accuracy and relevance of search results. Contribute to the development of next-generation NLP, computer vision, and multi-modal technologies. Skills & Qualifications Degree in Computer Science, Data Science, or a related field with a focus on machine learning. Strong understanding of machine learning principles and algorithms. Familiarity with NLP, computer vision, and multi-modal technologies. Experience with Python, R, or similar programming languages used for data analysis and modeling. Aptitude for problem-solving and a passion for innovation in technology. Working at TikTok At TikTok, you will be part of a global community dedicated to creating the best user experience through advanced technologies. Our diverse team fosters an inclusive environment where creativity and collaboration thrive. We offer competitive compensation packages and opportunities for professional growth within one of the fastest-growing companies in the world. Next Steps To apply, complete your application directly on this page, or you'll be redirected to the employer's application platform to finish submitting there. Your journey at TikTok begins with us!
Generated for personal interview prep · 2026-08-06 UTC · getajob.ai