Binance, a leading global blockchain ecosystem and the world’s largest cryptocurrency exchange by trading volume and registered users. We offer a broad portfolio of digital-asset products and services, and are building AI Agent systems for core use cases such as AI conversations and AI-powered trading.
Your position
AI Agent R&D Engineer responsible for developing an enterprise-grade conversational agent platform, including tool calling, memory, and orchestration.
Design and implement multi-turn conversation capabilities (contextual memory, tool calling, orchestration, clarification and follow-up questioning, fallback handling) for natural, coherent interactions.
Build and optimize the large-model application pipeline (prompt engineering, retrieval-augmented generation, tool/function calling, workflow orchestration) and deploy capabilities into business scenarios.
Collaborate with product, algorithm, data, and trading teams to continuously improve AI capabilities and product features.
Establish quality monitoring and evaluation for production systems (first-resolution rate, conversation completion rate, latency, user satisfaction) and improve performance, availability, and observability under high concurrency.
Requirements
Master’s degree or higher in Computer Science or related field preferred.
2+ years of backend development experience with Java or Python and experience with microservices architectures.
Hands-on experience deploying large-model/AI applications; knowledge of prompt engineering, RAG, vector retrieval, and function calling.
Strong complex system design skills; familiarity with caching, message queues, databases, and service governance.
Strong interest in digital asset trading, market structure, on-chain data, and token-related information; ability to understand trader needs.
Compensation & benefits
Competitive salary and company benefits.
Work-from-home arrangement (may vary depending on work nature).