Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users. Binance is trusted by more than 320 million people in 100+ countries for its industry-leading security transparency trading engine speed protections for investors and unmatched portfolio of digital asset products and offerings from trading and finance to education research social good payments institutional services and Web3 features. Binance is devoted to building an inclusive crypto ecosystem to increase the freedom of money and financial access for people around the world with crypto as the fundamental means. About Binance Accelerator Program Binance Accelerator Program (BAP) is a 3-6 month internship program designed for Early Career talent to have firsthand experience in the rapidly expanding digital assets space. You will be given the opportunity to develop your skills at Binance and understand what it’s like to work at the world's leading blockchain ecosystem. As part of your internship in the BAP there will also be opportunities for networking and development which will expand your professional network and build transferable skills to propel you forward in your career. Learn about the BAP Program HERE. Who may apply Current university students and recent graduates. Terms of employment / engagement shall be subject to contract and local applicable laws ### What you'll do Build and improve pieces of the agent runtime intent routing query rewrite RAG/FAQ answering tool/skill orchestration (L0–L6 loop). Extend the Tool Server — add and optimize tools (web search market data report APIs) improve tool-call efficiency and output quality. Strengthen evaluation write eval datasets and harnesses measure intent-routing accuracy and answer quality catch regressions before release Improve observability traces metrics logging (Opik/Pinpoint) production dashboards and alerts. Fix bugs across the pipeline (routing skill loading guardrail false-triggers) and write integration tests with mock-LLM cassette replay. ### Must-have Solid Python and clean coding habits comfortable in a real service codebase with CI code review and typing. Understanding of LLM application basics — prompting RAG tool/function calling or agent frameworks (from coursework projects or internships). Able to reason about correctness and write tests debug across async/services. Available for a sustained internship and eager to iterate quickly on feedback. ### Nice-to-have Experience with an agent framework (AgentScope / LangChain / LlamaIndex or similar). Familiarity with vector search / embeddings evaluation frameworks (Opik ragas) or LLM observability. Exposure to Kafka Redis/Lindorm S3 config systems (Apollo) or Docker/K8s. Interest in evaluation guardrails/safety (prompt-attack defense) or latency/cost optimization. What you'll get Ship real features into a production AI agent used across the app. Mentorship from senior BE/DS/algo engineers end-to-end ownership of scoped tasks. Hands-on exposure to the full modern LLM-app stack RAG tool servers evals LLMOps. Why Binance Shape the future with the world’s leading blockchain ecosystem Collaborate with world-class talent in a user-centric global organization with a flat structure Tackle unique fast-paced projects with autonomy in an innovative environment Thrive in a results-driven workplace with opportunities for career growth and continuous learning Competitive salary and company benefits Work-from-home arrangement (the arrangement may vary depending on the work nature of the business team) Binance is committed to being an equal opportunity employer. We believe that having a diverse workforce is fundamental to our success. By submitting a job application you confirm that you have read and agree to our Candidate Privacy Notice. We may use artificial intelligence (AI) tools to support parts of the hiring process such as reviewing applications analyzing resumes or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed please contact us.