The opportunity
About the Role We're building the core Agent capabilities and Skill ecosystem for Binance Agentic. We're looking for a Product Manager with a strong AI and Web3 background to drive Agent product design, the Harness evaluation framework, end-to-end task validation, and continuous iteration.
What you'll do
Agent Product Design: Own the design of Agent-related capabilities across Binance Agentic, including task flows, user interaction patterns, capability boundaries, failure fallbacks, and result feedback loops.
Harness & Evaluation: Build and maintain the Harness framework — design test scenarios, define evaluation criteria, curate task sets, analyze performance, and drive actionable iteration recommendations.
Cross-functional Delivery: Partner closely with Tech Owners, frontend engineers, and Skill design leads to break down business requirements into shippable, testable, production-ready product specs.
Web3 Use Case Discovery: 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 them into executable product initiatives for the team.
Metrics & Quality: Define and track Agent performance metrics, including task success rate, user satisfaction, error rate, response quality, and tool-calling accuracy.
What they're looking for
- Experience in AI products, Agent products, AIGC applications, automation tools, or developer tooling.
- Background in Web3, exchanges, wallets, payments, on-chain transactions,: DeFi, or crypto assets. Hands-on understanding of how AI Agents work — tool-calling, task planning, context management, and evaluation frameworks. Strong ownership and learning agility; able to define problems, decompose workstreams, and drive execution in ambiguous environments.
- Solid product fundamentals: clear PRDs, flow diagrams, test cases, acceptance criteria, and iteration plans.
- Excellent cross-team collaboration and communication skills across: engineering, design, operations, and business stakeholders.
- Experience with exchanges, Web3 wallets, on-chain trading, payments, or fintech products.
- Experience with AI Agent Harness, Eval, Benchmarking, automated testing platforms, or prompt evaluation.
- Familiarity with MCP, Function Calling, RAG, multi-Agent orchestration, or workflow automation.
- Knowledge of the Binance ecosystem or mainstream Web3 user scenarios.
