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大型網路平台集團AI核心｜生成式AI與模型工程領航 - 資深機器學習工程師 Sr Machine Learning Engineer(GenAI)-TL
Job Description
公司介紹
這是一家正積極推動AI轉型與數據驅動決策的大型網路平台集團，致力打造以使用者為中心的多元生態服務。
內部AI團隊為企業智能化的核心引擎，五年內已成功建置超過數百項AI應用方案，廣泛應用於客服、內容生成、推薦系統與自動化決策等場景。
在這裡，你將與頂尖AI人才協作，從模型研發到產品落地，親手定義生成式AI於大型平台的真實應用價值。
工作內容
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設計與實作先進的 ML/生成式AI 模型（如推薦系統、LLM、計算機視覺）
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規劃並優化模型部署架構，確保高效、可擴展的AI服務
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跨部門協作，將AI技術落地至產品與商業應用中
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負責專案進度與品質管理，確保成果符合業務需求與技術標準
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探索新興AI技術（RAG、多模態生成、模型微調等），推動持續創新
使用的技術
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Machine Learning Frameworks：TensorFlow / PyTorch
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LLM & Generative AI：RAG、Prompt Engineering、Fine-tuning
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Cloud & Deployment：Kubernetes、Docker、CI/CD Pipelines
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Data & Tools：Python、SQL、Feature Store、MLOps Pipeline
Requirements
需求條件
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5年以上 AI/ML 開發經驗，具團隊協作或專案分工經驗（Lead經驗佳）
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精通模型訓練與優化，具推薦系統、LLM或CV領域應用經驗
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熟悉模型部署與流量架構設計，能確保AI服務高可用性
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具碩博士學歷（CS/ML/AI相關），邏輯思維與跨域溝通力強
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熱愛挑戰，能快速學習與導入新技術，並將AI創意轉化為具體成效
Interview process
線上面試2關
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About us
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Cake Recruitment Consulting - Executive Search, Contracting, EoR/Payroll
We offer a full range of services, including Executive Search, Contracting, and EoR/Payroll, to meet all your recruitment needs.
Our Special Advantages and Differentiation:
- Professional Recruiter + Direct Sourcing - All consultants have industry experience. In addition to providing accurate talent search. E.g Identify relevant client’s competitors, and engage in comprehensive talent acquisition, building long-term relationships with candidates, and providing market information to clients.
- CakeResume AI + Martech Recruitment - By leveraging digital Martech technology and employer branding, the recruitment process is optimized. Through a database of millions of potential candidates who would not normally appear, the number of candidates reached is increased and speeds up the sourcing process to fill the talent gap.
About Cake Recruitment Consulting
Cake is the Leading Asia talent platform. With over millions+ active resumes in our database and still it is increasing every day.
Currently more than 7,000+ clients are using our recruitment services.