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TikTok is seeking a Machine Learning Engineer for its Search Recommendation team in Singapore, focusing on enhancing e-commerce search experiences for its vast user base. The role involves developing machine learning algorithms and optimizing recommendation systems to drive e-commerce traffic and improve user engagement.
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Job Summary
The Search Growth E-commerce team is at the forefront of developing the search recommendation algorithm for TikTok's rapidly expanding global e-commerce enterprise.
Responsibilities include optimizing recommender systems with hyperscale machine learning models spanning from recall to final-stage ranking.
The role offers a positive team atmosphere, career growth opportunities, and access to over 100 million users.
Matching Summary
Match Score: 75
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TikTok is seeking a Machine Learning Engineer for its Search Recommendation team in Singapore, focusing on enhancing e-commerce search experiences for its vast user base. The role involves developing machine learning algorithms and optimizing recommendation systems to drive e-commerce traffic and improve user engagement.
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Salary
Competitive compensation; Meal allowance provided; Not specified
Skills & Requirements
Must-have
Bachelor or advanced degree in computer science
Excellent coding skills with data structures
Solid knowledge of algorithms
Experience with hyperscale machine learning models
Proficiency in recall and ranking workflows
Nice-to-have
Publication records in top journals or conferences
ACM-ICPC medal winner
Strong product sense focused on user experience
Domain knowledge in modern recommendation systems
Experience with short text and general recommendation technology
Key Requirements
3+ years of machine learning experience (Preferred)
Degree in computer science or related technical discipline
Excellent analysis, modeling, and problem-solving skills