Machine Learning Engineer, Vertical Search

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Machine Learning Engineer, Vertical Search in Others

ByteDance
Full time
Email

Others
09/07/2026
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Singapore, Singapore

Responsibilities

Lead the construction and implementation of personalized algorithm systems for photo-text search.
Integrate visual, textual, and user-behavior data to build adaptable personalized retrieval systems.
Apply large-model technology to scale models, improve generalization, and explore generative recommendation.
Improve information acquisition efficiency, user-interest mining, and search relevance for photo-text content.
Drive model iteration, effect reviews, cross-functional algorithm strategy, and photo-text search product innovation.
Own stability, performance optimization, cost control, monitoring, and training and inference efficiency for the personalization link.

Requirements

Bachelor's degree or above in a computer-related major.
Excellent coding ability with a strong foundation in data structures and algorithms.
Proficiency in C++ or Python and familiarity with common programming algorithms and data structures.
Strong foundations and research experience in machine learning, NLP, computer vision, or related areas.
Strong algorithm design, analytical, problem-solving, communication, collaboration, initiative, and curiosity.
Experience in recommendation systems, advertising, search engines, model scaling, or generative recommendation is preferred.
Strong technical innovation, business sensitivity, data analysis, and review and iteration abilities are preferred.

ByteDance

ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment and enterprise services - over 2.5bn people interact with ByteDance products including TikTok. Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This...

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