OKX - (Senior) Data Infra Product Manager, On Chain (Algorithm and Search)
Requirements
• 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. • 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. • Knowledge of Web3-related products and deep technical understanding of blockchain, smart contracts, and related technologies. • Experience with on-chain trading and an understanding of on-chain opportunity discovery processes. • Familiarity with tokenomics and an understanding of economic incentive mechanisms in the Web3 space.
Responsibilities
• 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. • What We Look For In You • Education: Bachelor's degree or above in Computer Science, Software Engineering, Statistics, or a related field. • Education: • 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.
Benefits
• 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! • All official OKX vacancies are published on this website. While roles may appear on selected third-party platforms from time to time, information on other sites may be inaccurate or outdated. If in doubt, please apply directly through our official careers website. • If in doubt, please apply directly through our official careers website. • Information collected and processed as part of the recruitment process of any job application you choose to submit is subject to OKX's Candidate Privacy Notice.
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