Binance Accelerator Program - Product Manager AI Agent & Harness

Team: Product

Location: Asia, Hong Kong

Commitment: Binance Accelerator Program

Workplace Type: hybrid

Responsibilities

Shadow and assist in designing Agent-related capabilities across Binance Agentic, including task flows, user interaction patterns, capability boundaries, failure fallbacks, and result feedback loops.
Harness & Evaluation
Help build and maintain the Harness framework — contribute to test scenario design, evaluation criteria, task set curation, performance analysis, and iteration recommendations.
Cross-functional Collaboration
Partner with Tech Owners, frontend engineers, and Skill design leads to learn how business requirements are broken down into shippable, testable, production-ready product specs.
Web3 Use Case Research
Research and map high-value, deployable Agent use cases across Web3 Wallet, Account, Payment, Trading, and other Binance business lines.
Industry Tracking
Stay current on AI Agent, MCP, tool-calling, prompt engineering, and automated evaluation developments — and translate insights into product ideas for the team.
Metrics & Quality
Assist in defining and tracking Agent performance metrics, including task success rate, user satisfaction, error rate, response quality, and tool-calling accuracy.
Continuous Improvement
Help identify issues from real-world Agent usage and support improvements across product, engineering, and operations.

Requirements

• Currently pursuing or recently completed a degree in Computer Science
• Strong interest in AI products, Agent products, AIGC applications, automation tools, or developer tooling.
• Interest in or exposure to Web3, exchanges, wallets, payments, on-chain transactions, DeFi, or crypto assets.
• Basic understanding of how AI Agents work — tool-calling, task planning, context management, or evaluation frameworks (coursework, projects, or self-study all count).
• Strong ownership and learning agility; comfortable navigating ambiguity and picking things up quickly.
• Solid product fundamentals — able to write clear PRDs, flow diagrams, test cases, and acceptance criteria (even at a learning level).
• Excellent communication skills across engineering, design, operations, and business stakeholders.

Bonus Points

• Personal projects or coursework related to AI Agents, prompt engineering, or LLM applications.
• Experience with or exposure to exchanges, Web3 wallets, on-chain trading, payments, or fintech products.
• Familiarity with MCP, Function Calling, RAG, multi-Agent orchestration, or workflow automation.
• Knowledge of the Binance ecosystem or mainstream Web3 user scenarios.
• Fluency in English is required to be able to coordinate with overseas stakeholders and effectively review and keep up with global AI and Web3 product and technical materials. Additional languages would be an advantage.