LLM Applied Data Scientist (RAG/ NLP) job opportunity at Binance.

Home Jobs In Taiwan Tag: AI LLM Applied Data Scientist (RAG/ NLP) position at Binance


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Binance LLM Applied Data Scientist (RAG/ NLP)
Experience: 3-years
Pattern: full-time
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degreeMaster's (M.Sc.)
loacation Taipei, Taiwan
loacation Taipei....Taiwan

Design, develop, and optimize data processing and retrieval pipelines for enterprise-level generative tasks and mode training applications (Customer Service, Token Report, Web3 Domain Models). This includes embedding, reranking, context engineering, and query rewriting models. Research and evaluate advanced AI-native retrieval algorithms (e.g., low-latency, multimodal retrieval, hierarchical retrieval, GraphRAG) to strengthen large-scale LLM/VLM/Agentic AI capabilities in Binance products. Collaborate with infrastructure and application teams to integrate RAG pipelines into production systems, ensuring scalability, reliability, and measurable business impact. Develop and optimize retrieval and ranking pipelines (indexing, vector search, retrieval scoring, reranking) to improve user experience. Participate in LLM training and RAG system, staying current with techniques such as pre-training, SFT, and reinforcement learning, and apply them to retrieval and generation tasks. Apply NLP, CV, and multimodal methods to analyze user-generated content (classification, quality evaluation, trend detection, comment analysis). __ Requirement Master’s in Information Retrieval, NLP, Machine Learning, Computer Vision, Multimodal Learning, or related fields. Proficient in PyTorch with strong coding skills in Python or C++. Strong communication skills, intellectual curiosity, and passion for lifelong learning. Able to identify opportunities and drive cutting-edge retrieval & RAG technologies into real-world applications. Solid theoretical foundation in information retrieval, NLP, and deep learning (experience with embeddings, reranking, query understanding preferred). Hands-on experience with RAG, vector databases, multimodal/graph retrieval, or large-scale AI systems. Strong engineering ability to translate research into scalable, production-level systems. Self-driven, able to own projects end-to-end (design → implementation → deployment). Publications in top-tier conferences/journals (NeurIPS, #ICML, #ACL, #CVPR, SIGIR, KDD, WWW) are a plus; awards in ACM/ICPC or similar competitions preferred.

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