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Model Governance Officer
1 week ago
地點: 吉隆坡
- 模型治理官負責開發和實施穩健的治理架構、政策和程序,以有效管理模型的生命週期。
- 制定並實施模型治理架構、政策和程序。 - 建立並維護模型清單、文件和版本控制。
- 進行模型風險評估並實施緩解策略。
- 與模型開發人員、資料科學家和業務利害關係人合作,確保遵守監管要求和內部標準。
- 監控模型效能並評估業務需求的持續適用性。
- 協調模型驗證活動,包括獨立審查和審計。
- 提供內部團隊有關模型治理最佳實務的指導和訓練。
- 隨時了解與模型治理相關的產業發展與監管變化。
工作要求:
- 相關領域的學士學位,如金融、數學、統計學、電腦科學或相關學科。
- 對模型開發生命週期和監管要求(例如SR 11-7、BCBS 239)有深入的了解。
- 熟悉AI/ML 概念和技術,包括機器學習演算法和模型驗證方法。
- 在金融服務業的模型治理、風險管理或監理合規方面擁有豐富的經驗。
- 能夠向不同的利害關係人有效地傳達複雜的概念。
硬技能:
- 在人工智慧/機器學習道德評估方法、偏見檢測和公平意識機器學習、透明度和問責機制方面擁有豐富的經驗。軟技能
- 強大的人際溝通能力,能夠在跨職能團隊環境中有效協作。 - 使用模型治理平台或工具(例如Alteryx、SAS Model Manager、IBM OpenPages)的經驗。
- 熟悉Tableau 或Power BI 等資料視覺化工具。
- 優秀的書面和口頭溝通能力。
- 具備在動態環境中有效決定任務優先順序和管理時間的能力。所需的工具和程序熟練度
- 熟練使用Git 等版本控制工具。使用模型治理平台或工具(例如 Altered、SAS Model Manager、IBM Openpages)的經驗 熟悉資料視覺化工具,例如 Power BI 的 Tableau
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