Product Manager, AI Agent & Harness

BlockchainHQ; United States; Remote; USD 150,000 - 230,000; Full time

Job summary

Binance is building the core Agent capabilities and a robust Skill ecosystem. We seek a Product Manager with strong AI and Web3 background to drive Agent product design, the Harness evaluation framework, end-to-end task validation, and continuous iteration.

You’ll collaborate across engineering, business, operations, and partners to ship Agent-powered products while navigating AI Agents, tool-calling, and Web3 business scenarios.

Qualifications

• 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.

Responsibilities

• Own Agent-related design across Binance Agentic, including task flows, interaction patterns, capability boundaries, fallbacks, and feedback loops.
• Build and maintain the Harness framework; design tests, define criteria, curate tasks, analyze performance, drive iteration.
• Collaborate with tech owners, frontend engineers, and design leads to translate requirements into testable product specs.
• Discover high-value Agent use cases across Web3 Wallet, Account, Payment, Trading, and other Binance lines.
• Stay current on AI Agent, MCP, tool-calling, prompt engineering, and automated evaluation developments; translate to product initiatives.
• Define and track agent performance metrics like task success rate, user satisfaction, error rate, and tool-calling accuracy.
• Identify real-world usage issues and drive improvements across product, engineering, and operations.

Skills

AI products

Agent products

Web3

Tool-calling

Context management

Evaluation frameworks

Cross-team collaboration

PRDs

Tools

Harness framework

Eval platforms

Benchmarking tools

Job description

Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users. We are trusted by 300+ million people in 100+ countries for our industry-leading security, user fund transparency, trading engine speed, deep liquidity, and an unmatched portfolio of digital-asset products. Binance offerings range from trading and finance to education, research, payments, institutional services, Web3 features, and more. We leverage the power of digital assets and blockchain to build an inclusive financial ecosystem to advance the freedom of money and improve financial access for people around the world.

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.

You’ll need to understand both the capability boundaries of AI Agents and the nuances of Web3 / exchange business scenarios — and proactively rally engineering, business, operations, and partner teams to ship Agent-powered products.

Responsibilities

• 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.
• Continuous Improvement: Proactively identify issues from real-world Agent usage and drive improvements across product, engineering, and operations.

Requirements

• 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.

Bonus Points

• 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.
• Strong English reading and writing skills, with the ability to keep up with global AI / Web3 product and technical materials.

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.