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Agent Frameworks
Responsibilities:
- Build and improve core components of the Agent Runtime, including intent routing, query rewriting, RAG, tool/skill orchestration, and multi-step agent workflows.
- Design and optimize Tool Server / Tool Calling capabilities, including tool discovery, execution, and integration with web search and market data.
- Develop evaluation datasets and harnesses to measure routing accuracy, answer quality, tool-use performance, and agent reliability.
Requirements:
- Strong Python programming skills and solid software engineering fundamentals.
- Hands-on experience with LLM applications or Agent systems through research, coursework, or projects.
- Familiarity with concepts such as RAG, Tool Calling, Function Calling, and Agent workflows.
What You'll Get:
- Ship real features to a production AI Agent used by Binance users.
- Work on the Agent Runtime and AI infrastructure rather than only application-layer development.
- Gain hands-on experience across the modern LLM application stack: Agent Runtime, RAG, Tool Calling, Evaluation, LLMOps, and AI Safety.
Binance
Binance is a leading global blockchain ecosystem behind the world's largest cryptocurrency exchange by trading volume and registered users. With over 320 million users in 100+ countries, Binance offers a dynamic, flat-structured environment focused on innovation and growth.