About the Position

Product Manager Intern AI Agent & Harness

Location: Hong Kong, Asia

Employment Type: Internship

Work Location Type: Hybrid

About Binance Accelerator Program

Binance Accelerator Program (BAP) is a 3-6 month internship program designed for Early Career talent to have firsthand experience in the rapidly expanding digital assets space. You will be given the opportunity to develop your skills at Binance and understand what it’s like to work at the world's leading blockchain ecosystem. As part of your internship in the BAP, there will also be opportunities for networking and development, which will expand your professional network and build transferable skills to propel you forward in your career. Learn about the BAP Program HERE.

About the Role

We're building the core Agent capabilities and Skill ecosystem for Binance Agentic. We're looking for a Product Manager Intern with a strong interest in AI and Web3 to support Agent product design, the Harness evaluation framework, end-to-end task validation, and continuous iteration.

As an intern, you'll work alongside our PM team to explore how AI Agents can solve real Web3 problems - gaining hands-on experience in product design, evaluation frameworks, and cross-functional delivery within a fast-moving crypto exchange environment.

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.
Help build and maintain the Harness framework - contribute to test scenario design, evaluation criteria, task set curation, performance analysis, and iteration recommendations.
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.
Research and map high-value, deployable Agent use cases across Web3 Wallet, Account, Payment, Trading, and other Binance business lines.
Stay current on AI Agent, MCP, tool-calling, prompt engineering, and automated evaluation developments - and translate insights into product ideas for the team.
Assist in defining and tracking Agent performance metrics, including task success rate, user satisfaction, error rate, response quality, and tool-calling accuracy.
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.

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.

We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.

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Product Manager Intern AI Agent & Harness

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