Senior Data Infra Product Manager, On Chain (Algorithm and Search) at OKX · Web3Vacancy
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Senior Data Infra Product Manager, On Chain (Algorithm and Search)

Office
Market range (est.) $120k–$245k
◆ 7/10 aicryptoproductweb3
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About this role

Join OKX as a Senior Data Infra Product Manager to lead the development of algorithm and search systems for Web3. Drive high-quality delivery of core components, collaborate with engineering and data teams, and enhance on-chain intelligence.

Description

Who We Are

At OKX, we believe that the future will be reshaped by crypto, and ultimately contribute to every individual's freedom. OKX is a leading crypto exchange, and the developer of OKX Wallet, giving millions access to crypto trading and decentralized crypto applications (dApps). OKX is also a trusted brand by hundreds of large institutions seeking access to crypto markets. We are safe and reliable, backed by our Proof of Reserves. Across our multiple offices globally, we are united by our core principles: We Before Me, Do the Right Thing, and Get Things Done. These shared values drive our culture, shape our processes, and foster a friendly, rewarding, and diverse environment for every OK-er. OKX is part of OKG, a group that brings the value of Blockchain to users around the world, through our leading products OKX, OKX Wallet, OKLink and more.
Responsibilities

What You’ll Be Doing

  • Algorithm Platform Development: Design and iterate the algorithm platform supporting on-chain data analytics, trading signal discovery, risk control, and recommendation scenarios. Own the full lifecycle of algorithm models — integration, evaluation, deployment, monitoring, and iteration — to ensure efficient and reliable outputs.
  • Web3 Search System: Drive the product design and continuous optimization of the Web3 search system (across tokens, addresses, NFTs, transactions, protocols, and more). Improve relevance, recall, latency, and ranking quality through close collaboration with search and data engineering teams.
  • AI Integration: Embed AI capabilities (AI Agent, LLM, embedding / vector retrieval) into algorithms and search products to deliver smarter on-chain intelligence and trading experiences. Validate model effectiveness, fine-tune, and productionize.
  • Onchain Data and Smart Contract Analysis: Conduct deep research on smart contracts, protocol mechanics, and on-chain behaviors. Translate protocol-level insights into algorithmic features, search signals, and product improvements.
  • Quality & Delivery Excellence: Own end-to-end delivery quality — from spec, to dev, to QA, to launch, to post-launch metrics. Build robust evaluation, monitoring, and iteration loops to ensure long-term product health.
Requirements

What We Look For In You

  • Education: Bachelor's degree or above in Computer Science, Software Engineering, Statistics, or a related field.
  • Work Experience: 5+ years of Product Manager experience. Strong preference for candidates with hands-on experience in algorithm platforms, search / recommendation systems, or AI products. Web3 industry experience is a plus.
  • Technical Skills:
- Solid understanding of algorithm platforms, ML model lifecycles, evaluation metrics, and offline/online experimentation. - Hands-on experience with search systems (indexing, ranking, relevance, retrieval) is highly valued. - Proficiency in AI technology, AI Agent, LLM, embedding / vector retrieval, and AI application experience. - Experience with blockchain fundamentals, smart contracts, on-chain data analysis, consensus mechanisms, and cross-chain technologies. - Familiar with onchain and Web3 ecosystems, with active engagement in the crypto community.
  • Soft Skills:
- Strong execution discipline, attention to detail, and ownership over delivery quality. - Strong problem-solving skills, with the ability to break down complex algorithmic / search problems into solvable pieces. - Excellent communication and collaboration skills with engineering, data, and data science teams.
  • Fluent in English and Chinese.
Conditions & Benefits

Perks & Benefits

  • Competitive total compensation package
  • L&D programs and Education subsidy for employees' growth and development
  • Various team building programs and company events
  • Wellness and meal allowances
  • Comprehensive healthcare schemes for employees and dependants
  • More that we love to tell you along the process!
Job Details
Market range (est.)$120k–$245k
LocationOffice
AI Score★★★★★★★☆☆☆ 7/10
PostedMay 21, 2026 (52d ago)
Tags & Skills
aicryptoproductweb3Product Manageroffice
Tech Stack
algorithm platformssearch systemsAIblockchainsmart contracts

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