Binance Accelerator Program - Full Stack Engineer (Backend Oriented)

New

BinanceAI infrastructure

Location: Australia; Hong Kong; Malaysia; New Zealand; Singapore; TaiwanInternshipEntry

Salary not disclosed

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Job Details

Strong Python or Java programming skills and solid software engineering fundamentals.
Strong understanding of algorithms and data structures, with problem-solving ability.
Hands-on experience with LLM applications or agent systems through research, coursework, internships, or projects.
Familiarity with RAG, tool calling, function calling, prompting, agent workflows, or LLM evaluation.
Comfort working with real codebases, APIs, asynchronous services, testing, CI/CD, and code review.
Strong debugging and analytical ability.

Build and improve Agent Runtime components, including intent routing, query rewriting, RAG, tool and skill orchestration, and multi-step agent workflows.
Design and optimize Tool Server and 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 agent quality through failure analysis, regression detection, prompt and 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.
Work with Backend, Data Science, and Algorithm engineers to experiment, benchmark, and bring AI capabilities into production.

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