The opportunity
Binance AI Pro is building the next generation of AI-native experiences within Binance.
What you'll do
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, result handling, and integration with web search, market data, and internal services.
Develop evaluation datasets and evaluation harnesses to measure routing: accuracy, answer quality, tool-use performance, and agent reliability.
Investigate and improve Agent quality , including failure analysis,: regression detection, prompt / workflow optimization, and guardrail effectiveness.
Improve system observability and reliability through tracing, metrics,: logging, dashboards, and production monitoring.
Debug issues across asynchronous services and agent pipelines, and build: integration tests using mocked LLM responses and replayable evaluation cases.
What they're looking for
- Work closely with Backend, Data Science, and Algorithm engineers to: experiment, benchmark, and bring AI capabilities into production.
