Binance Accelerator Program - Full Stack Engineer (Backend Oriented) Fully Remote

Binance Accelerator Program - Full Stack Engineer (Backend Oriented) Fully Remote at Binance in Asia, Singapore.

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, 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.
• Work closely with Backend, Data Science, and Algorithm engineers to experiment, benchmark, and bring AI capabilities into production.

Requirements (Must Have)

• Strong Python/Java programming skills and solid software engineering fundamentals.
• Strong understanding of algorithms, data structures, and problem solving ; able to reason about system behavior and trade-offs.
• Hands-on experience with LLM applications or Agent systems , through research, coursework, internships, or projects.
• Familiarity with concepts such as RAG, Tool Calling, Function Calling, Prompting, Agent workflows, or LLM evaluation .
• Able to work comfortably with real codebases, APIs, asynchronous services, testing, CI/CD, and code review.
• Strong debugging and analytical ability, with a mindset of "understand why it fails, not just make it work."

Requirements

Nice-to-have

• Experience with Agent frameworks such as LangGraph, LangChain, AgentScope, LlamaIndex, or similar.
• Experience with MCP / Tool ecosystems / Agent Runtime .
• Experience building Benchmark / Evaluation / LLM testing infrastructure .
• Familiarity with vector search, embeddings, RAG evaluation, or LLM observability .
• Experience with Redis, Kafka, Docker, Kubernetes , or cloud-native systems.
• Exposure to LLM security, guardrails, prompt-injection defense, or tool-use safety .
• Experience with model inference, latency optimization, or cost optimization .

Benefits

• 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.
• Learn from senior Backend, Data Science and Algorithm engineers .
• Gain hands-on experience across the modern LLM application stack: Agent Runtime, RAG, Tool Calling, Evaluation, LLMOps and AI Safety .
• Own meaningful engineering projects end-to-end, from problem definition → implementation → evaluation → production .

Why Binance

• Shape the future with the world’s leading blockchain ecosystem
• Collaborate with world-class talent in a user-centric global organization with a flat structure
• Tackle unique, fast-paced projects with autonomy in an innovative environment
• Thrive in a results-driven workplace with opportunities for career growth and continuous learning
• Competitive salary and company benefits
• Work-from-home arrangement (the arrangement may vary depending on the work nature of the business team)
• Binance is committed to being an equal opportunity employer. We believe that having a diverse workforce is fundamental to our success.
• By submitting a job application, you confirm that you have read and agree to our Candidate Privacy Notice .

About the Company

Binance AI Pro is building the next generation of AI-native experiences within Binance.

At the core of AI Pro is an agentic system that can understand user intent, reason through multi-step tasks, retrieve information, call tools, and safely execute actions across Binance's ecosystem.

As a Backend Engineer Intern , you'll work directly on the Agent Runtime and AI infrastructure behind these experiences — from intent routing and tool orchestration to evaluation, observability, and reliability. We're looking for strong technical students who enjoy going deep — people who are excited by LLM Agents, systems, algorithms, and experimentation , and wants to work on real production AI systems alongside experienced Backend, Data Science, and Algorithm engineers.

You will have the opportunity to turn ideas from prototype → benchmark → production , and see your work directly impact how AI Pro behaves at scale.