Machine Learning Engineer 機器學習工程師

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    "description": "<p><span style=\"color: #1f2328; font-family: Arial,sans-serif; font-size: 12pt\">17LIVE 招募機器學習工程師（MLE），配合快速的業務擴展，致力於透過 AI 技術優化產品內容與用戶體驗。您將負責全週期的機器學習服務開發與維運，確保系統在高流量環境下的穩定性。</span></p>\n<p><br><br></p>\n<p><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 12pt; font-weight: bold\">主要職責</span></p>\n<ul>\n<li><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 10pt\">基礎架構設計：設計與實作具備高容錯、可擴展的雲端機器學習基礎設施。</span></li>\n<li><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 10pt\">跨團隊協作：與研發團隊（含資料科學家、PM 等）合作，運用 ML 解決商業挑戰。</span></li>\n<li><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 10pt\">效能優化：分析並增進子系統的效能、延展性與穩定性，支撐海量線上流量。</span></li>\n<li><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 10pt\">持續交付：定期上線 ML 新功能，持續優化用戶產品體驗。</span></li>\n</ul>\n<p><br><br></p>\n<p><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 12pt; font-weight: bold\">基本條件</span></p>\n<ul>\n<li><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 10pt\">3 年以上機器學習開發經驗。</span></li>\n<li><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 10pt\">具備將 ML 服務部署至中大型流量系統的實務經驗。</span></li>\n<li><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 10pt\">卓越的邏輯分析與程式撰寫能力。</span></li>\n<li><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 10pt\">具備開放性思維、創造力及優異的跨團隊溝通能力。</span></li>\n</ul>\n<p><br><br></p>\n<p><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 12pt; font-weight: bold\">加分條件</span></p>\n<ul>\n<li><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 10pt\">熟悉機器學習開發流程與維運（MLOps）。</span></li>\n<li><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 10pt\">精通任一語言：Python, C++, Scala, Go。</span></li>\n<li><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 10pt\">具備分散式計算（Spark/Hadoop）或深度學習框架（TensorFlow/PyTorch）經驗。</span></li>\n<li><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 10pt\">具備 AWS/GCP 部署經驗或 SQL/NoSQL 資料庫查詢優化經驗。</span></li>\n<li><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 10pt\">1 年以上後端程式開發經驗。</span></li>\n<li><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 10pt\">Agentic AI 相關經驗(Prompt Engineering / Agentic Frameworks)。</span></li>\n<li><span style=\"color: rgb(31, 35, 40); font-family: Arial, sans-serif; font-size: 10pt\">英語溝通流利。</span></li>\n</ul>\n<p><br><br></p>\n<p><span style=\"font-family: Arial,sans-serif; font-size: 12pt\">Join 17LIVE as a Machine Learning Engineer to drive product innovation and enhance user experience through AI. You will be responsible for designing, deploying, and maintaining high-performance ML services in a fast-paced environment.</span></p>\n<p><br></p>\n<p><span style=\"font-family: Arial, sans-serif; font-size: 12pt; font-weight: bold\">Key Responsibilities</span></p>\n<ul>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Infrastructure Design: Build large-scale, fault-tolerant cloud infrastructure for ML services.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Global Collaboration: Partner with cross-functional teams (Data Scientists, PMs, etc.) to solve business problems using ML.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">System Optimization: Enhance the efficiency, scalability, and stability of systems handling high concurrent traffic.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Feature Deployment: Continuously deploy and iterate on ML features to improve user engagement.</span></li>\n</ul>\n<p><br></p>\n<p><span style=\"font-family: Arial, sans-serif; font-size: 12pt; font-weight: bold\">Requirements</span></p>\n<ul>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">3+ years of experience in ML development.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Proven track record of deploying ML services to high-traffic production environments.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Strong analytical skills and proficiency in coding.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Creative problem-solver with excellent cross-functional communication.</span></li>\n</ul>\n<p><br></p>\n<p><span style=\"font-family: Arial, sans-serif; font-size: 12pt; font-weight: bold\">Preferred Qualifications</span></p>\n<ul>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Familiarity with ML development lifecycles and operations (MLOps).</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Proficiency in one or more: Python, C++, Scala, or Go.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Experience with distributed computing (Spark/Hadoop) or Deep Learning (TensorFlow/PyTorch).</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Hands-on experience with AWS/GCP and SQL/NoSQL performance tuning.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">1+ year of backend development experience.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Familiarity with Agentic AI (Prompt Engineering / Agentic Frameworks)。</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Fluent in English.</span></li>\n</ul>",
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