NLP Algorithm Engineer Intern

About Us Established in March 2018, Bybit is one of the fastest growing cryptocurrency derivatives exchanges, with more than 70 million registered users. We offer a professional platform where crypto traders can find an ultra-fast matching engine, excellent customer service and multilingual community support. We provide innovative online spot and derivatives trading services, mining and staking products, as well as API support, to retail and institutional clients around the world, and strive to be the most reliable exchange for the emerging digital asset class. Our core values define us. We listen, care, and improve to create a faster, fairer, and more humane trading environment for our users. Our innovative, highly advanced, user-friendly platform has been designed from the ground-up using best-in-class infrastructure to provide our users with the industry's safest, fastest, fairest, and most transparent trading experience. Built on customer-centric values, we endeavour to provide a professional, 24/7 multi-language customer support to help in a timely manner. As of today, Bybit is one of the most trusted, reliable, and transparent cryptocurrency derivatives platforms in the space. Key Responsibilities LLM Application Development: Participate in the development of LLM-based applications, including Q&A systems, Agents, and algorithmic workflow systems. Workflow & Prompt Engineering: Assist in workflow development, as well as Prompt design and optimization to improve model performance. Agent Capabilities: Assist in implementing Tool Use (Function Calling) and foundational multi-turn dialogue logic. Core NLP Tasks: Implement tasks such as text classification, information extraction, and semantic matching. Model Modeling: Participate in small-scale modeling (classification/labeling tasks) and performance optimization. Data Management: Perform data cleaning, basic feature engineering, and result analysis. Job Requirements Basic Requirements Coding Proficiency: Proficient in Python with good coding habits and strong problem-solving skills. NLP Fundamentals: Familiar with common NLP tasks (Text Classification, NER, Semantic Matching, etc.) and their standard methodologies. Modeling Experience: Capable of independently completing the training and fine-tuning of simple classification or labeling models. Theoretical Knowledge: Deep understanding of Transformer / BERT principles (structure, training objectives, and application scenarios). LLM Exposure: Experience with Large Language Models (e.g., API calls, basic Prompt Engineering). Agent Concepts: Understanding of Agent fundamentals (e.g., Tool Use, multi-turn dialogue) or experience with basic implementations. Preferred Qualifications (Plus) Practical Experience: Hands-on experience with Q&A systems (QA / Chatbot) or RAG (Retrieval-Augmented Generation) frameworks. ML/DL Foundations: Solid understanding of Machine Learning/Deep Learning (training workflows, loss functions, etc.). Software Engineering: Proficiency in Java or experience in backend development (API design and service implementation). Project Portfolio: Demonstrated experience through course projects, personal side projects, or open-source contributions. Why Join Us At Bybit, we are committed to fostering a supportive and enriching work environment. Our benefits include: - Study Growth Fund: We support your professional development and continuous learning. - Internal Events: Participate in regular team-building activities, workshops, and events designed to promote collaboration and innovation. - Global Collaboration: Be part of a diverse, international team, working alongside colleagues from around the world. - Career Advancement: Access opportunities for growth and advancement within a rapidly expanding global company. - Internal Mobility: Grow with us- Your long-term development is important to us. We offer internal job opportunities to help build your career path.