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Описание вакансии
Текст:
TL;DR
AI Agent Engineer (Web3): Building an enterprise-grade conversational agent platform for AI search, token insights, trading assistance, and strategy generation with an accent on multi-turn memory, tool calling, RAG, and workflow orchestration. Focus on designing reliable high-concurrency systems, evaluating production conversation quality, and integrating AI capabilities into digital-asset trading products.
Location: Asia; onsite or remote
Company
Binance is a global blockchain ecosystem offering cryptocurrency trading, financial services, payments, research, education, and Web3 products.
What you will do
- Develop an enterprise-grade conversational agent platform for AI search, token insights, trading assistant Q&A, and trading strategy generation.
- Design multi-turn conversation capabilities including contextual memory, tool and function calling, orchestration, clarification, follow-up questions, and fallback handling.
- Build and optimize large-model application pipelines using prompt engineering, retrieval-augmented generation, vector retrieval, and workflow orchestration.
- Collaborate with product, algorithm, data, and trading teams to deploy conversational AI in business scenarios and drive iterative improvements.
- Establish production quality monitoring and evaluation systems covering resolution rates, completion rates, latency, and user satisfaction.
- Improve system stability, security, compliance, performance, availability, and observability under high-concurrency conditions.
Requirements
- More than 2 years of backend development experience with strong Java or Python skills and familiarity with microservices architectures.
- Hands-on experience deploying large-model or AI applications, including prompt engineering, RAG, vector retrieval, and function calling.
- Strong complex system design skills and familiarity with caching, message queues, databases, and service governance.
- Strong data analysis, troubleshooting, cross-functional communication, and project execution skills.
- Interest in digital-asset trading, market structure, on-chain data, token information, and trader needs.
- A master’s degree or higher in Computer Science or a related field is preferred.
Nice to have
- Experience with AI search, financial information retrieval, token or project research products, trading products, market analysis, quantitative tools, or strategy platforms.
- Experience building agent platforms, A/B testing frameworks, or evaluation datasets.
- Familiarity with Redis, Kafka, Elasticsearch, and vector databases.
Culture & Benefits
- Work in a user-centric global organization with a flat structure and world-class colleagues.
- Take on fast-paced projects with autonomy in an innovative environment.
- Access career growth and continuous learning opportunities.
- Receive a competitive salary and company benefits.
- Work from home may be available depending on the nature of the business team.
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