LLM Machine Learning Engineer, Vertical Search
ByteDance, Singapore
About the job
About the team
Our Search Team is responsible for building and owning search engine which provides our users the best search experience. On our Search Team, you’ll have the opportunity to build a full-stack search engine system and combine information retrieval technology with modern machine learning methods from related fields such as NLP, Computer Vision, Multimodal, and Recommender Systems. We embrace a culture of self-direction, intellectual curiosity, openness, and problem-solving.
Job Responsibilities Be responsible for the iterative optimization of vertical search or independent short drama app search quality and relevance algorithm directions. Based on multi-modal technology for content understanding, grasp the core characteristics of the photo-text or short drama genre, focus on optimizing relevance models, solve core pain points such as semantic alignment and cross-modal matching, break through technical bottlenecks, expand the contribution of vertical search to the search business, and create a high-quality vertical search experience that meets user needs.
Core Responsibilities
- Multi-modal understanding: focus on solving core pain points such as semantic alignment and cross-modal matching deviation, and integrate the visual features, text semantics and other data.