& Summary
此職位需運用生成式AI(Gen AI)及機器學習(ML)技術,協助金融產業客戶解決業務挑戰、提升作業效率與優化決策流程。
我們期待您能將 AI/ML 技術應用於實際金融商業場景,協助客戶在數位轉型浪潮中保持競爭力、加速創新、並提升營運效能。
工作內容:
數據處理與模型建置:
釐清客戶核心需求,將商業問題轉化為 AI/ML 解決方案,應用於金融業務場景。
建置及優化機器學習模型(如:信用風險、推薦系統、異常偵測等),並進行模型驗證與效能調校,確保模型的穩健性與準確性。
運用 Gen AI 技術(如:LLM 微調、RAG 架構、Prompt Engineering)開發與優化生成式 AI 應用。
研究與導入AI、Machine Learning相關技術與工具。
商業洞察與報告呈現:
透過數據視覺化工具,呈現分析結果與模型輸出,提供客戶具體分析成果與建議。
協助其他主管交辦事項,彈性支援團隊內的其他分析或專案需求。
熟悉統計工具,如:Python、R、SAS……等。
具AI、Machine Learning或Data Science相關專題或專案經驗。
具資料視覺化工具使用經驗(如 Power BI / Tableau)。
具金融或商業分析相關背景者尤佳。

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