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1. 洞察公司營銷/工廠運維的數據，並應用數據挖掘、機器/深度學習、最佳化等等技術，優化產品品質、提升生產效率減少資源的耗用、提升設備的妥善率，並找到問題的根因與最適的生產操控作業。2. 以智慧製造的策略發展，應用集團內各工廠的生產數據與領域專家合作，制定生產製造所產生的問題，處理相關數據以符合製程的運作，並應用相關的演算法，建立線上即時預測或分析模型，協助工廠解決生產問題的痛點。 3. 協助商業營運銷售活動的分析，開發應用相關演算法模型進行分析與預測，提升獲利與企業競爭力。4. 依照環境的現況，設計出最佳的解決方案，模型部署在（On-prem / Cloud / Edge），並做視覺化呈現或告警通知給予使用者最適的業務運作協助。管理線上模型的生命週期，研究與開發相關演算法，保持模型的預測的效用與運作效率。 5. 參與智慧工廠、數位分身（Digital Twin）等專案，持續追蹤並導入新興 AI 技術（如 Generative AI、多模態模型），提升系統效能與應用深度。 6. 撰寫技術文件與專案成果報告，協助跨部門溝通與知識傳承

Job Summary:The Statistician/Data Scientist will be responsible for all advanced statistical methods utilized for improving product quality, production yield, and factory effectiveness as well as finding the root-causes, along with other consulting services such as customer targeting and lead scoring in support of sales and marketing activities worldwide.Key Responsibilities:‧ Design, implement, and refine advanced statistical/Machine Learning models to support product quality improvement, increasing yield and factory effectiveness.‧ Cultivate strong relationships with production line engineers, IT, and other key stakeholders to ensure alignment of modeling initiatives with company objectives and to identify new hypotheses for model improvements.‧ Scale out modeling capacity by driving infrastructure improvements such as automation of data preparations, model training, implementation, and optimization.‧ Support integration of models into tools for use by product engineers and business analysts.‧ Engage with customers to develop and customized data analytics solutions to address special needs.‧ Address ad hoc queries from management and present actionable recommendations in a clear, concise, and convincing manner.‧ Communicate the application and benefits of using various predictive modeling techniques to improve decision-making to customers and stakeholders.‧ Collaborate effectively with team members, whether leading projects or supporting initiatives led by others. ‧ Provide direction, training, and guidance to less experienced team members.

我們是一個專注在提供資料分析解決方案、顧問服務及平台開發的團隊，成員組成主要包含統計、資料探勘、機器學習、資料庫、數據分析網站平台開發、資料視覺化等背景。我們徵求有高度企圖心的軟體開發工程師來共同打造世界一流之產品，發揮資料科學的商業影響力Responsibilities:‧ 網頁平台介面開發‧ 網頁平台API 開發‧ 分析資料整合與串接