Product Manager, AI Agent Harness

Binance; Hong Kong; On-site; HKD 900,000 - 1,500,000; Full time

Benefits offered by this job

Work-from-home arrangement

Competitive salary

Career growth opportunities

Job summary

Binance is seeking a Product Manager with a strong AI and Web3 background to drive Agent product design, the Harness evaluation framework, and end-to-end task validation.

You will coordinate with engineering, design, operations, and business partners to ship Agent-powered features across Wallet, Trading, Payments, and other Binance business lines, while staying current on MCP, tool-calling, and prompt evaluation.

Qualifications

• Experience designing AI-enabled product features and agent functionalities.
• Proven ability to define problems, decompose workstreams, and drive execution in ambiguity.
• Strong ownership and cross-functional collaboration across engineering, design, operations, and business.

Responsibilities

• Own the design of Agent-related capabilities across Binance Agentic.
• Build and maintain the Harness evaluation framework and drive iteration.
• Collaborate with Tech Owners, frontend engineers, and Skill design leads to ship specs.
• Identify high-value Web3 use cases across Binance business lines.
• Track metrics like task success rate and user satisfaction to guide improvements.

Skills

AI products

Agent products

AIGC applications

Automation tools

Developer tooling

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.

By submitting a job application, you confirm that you have read and agree to our Candidate Privacy Notice.