Job Summary: The Specialist will be responsible for driving digitization and datadriven operating model (DDOM) to the dealing room by providing technical expertise in the areas of data analysis, digital solutions, and automation. This role will work closely with cross BU/SU and cross-country colleagues to identify business opportunities for digital solutions, advanced analytics, and machine learning techniques to improve customer experience, internal efficiency, and drive revenue growth. Responsibility: ★ Collaborate with the dealing room team and other departments to identify and collect relevant data to develop new strategies and tactics based on market insights and data analysis in compliance with regulatory requirements and internal policy ★ Maintain the local T&M data pipeline within ADA to support all analytics and modelling from enterprise ADA ★ Align to regional change management framework for data to be adopted into Taiwan ★ Work with overseas data colleagues in Hong Kong and Singapore and to port over analytics tools and models fit for local Taiwan T&M use ★ Analyze data to identify trends, opportunities for revenue growth, and areas for improvement ★ Apply statistical modeling and machine learning techniques to develop predictive models and algorithms to drive business outcome ★ To work with internal/external teams on exploring or creating new business models to drive new revenue streams ★ Manage implementation of digital solutions with clients ★ Communicate findings and recommendations to stakeholders in a clear and concise manner ★ Conduct research and stay up-to-date with industry trends and best practices in data analysis, digital solutions, and automation, and provide recommendations for new tools or platforms that could benefit the dealing room ★ Work with marketing and product management teams to drive revenue growth and client acquisition through digital channels ★ Perform other related duties as assigned

• Partner with Franchise, Customer Management team and also Product Team to formulate business strategies and using data insights to drive Treasures Acquisition, Engagement and Transaction • Develop and maintain Control Tower, utilize Data Driven Operation Model (DDOM) to maximize value from data and drive strategies deliver business outcomes. • Create visualizations and present clear, concise, and actionable insights to the key stakeholders, lead discussions on analytics and interpretation of results • Develop models and data insights to plan and drive the customer interactions

雅德思生醫身為台灣牙醫診所龍頭品牌，我們始終保持追求創新的心態，因此我們成立業界第一個數據分析單位，希望透過數據驅動，完成數位轉型，提升公司競爭力與追求卓越表現。 職位職責： • 底層資料與SQL資料庫串接 • 了解各單位需求，提供對應報表 • 儀表板製作 ( 資料視覺化 ) • 其他分析型專案執行 • 積極學習 職位要求： • 無相關經驗可，但須邏輯觀念清晰，對數字有高敏銳度 • 熟悉Google Sheet、Excel等表格工具 • 具備處理複雜資料能力 • 有跨部門溝通與協作能力 • 能夠獨立工作並效率與品質兼顧 • 具視覺化報表與簡報製作能力 加分條件： • 熟悉GCP平台操作 • 熟悉My SQL、Python、R等其他語言 • 提供儀表板作品集 ( 如PowerBI、Google Looker Studio、Tableau等 ) • 具備專案管理能力

Job Responsibilities: 1. The role is for Project Damselfly implementation and ongoing support for Collection delinquency and productivity management of pre write off portfolio after integration. Project Damselfly (Project Management) Participant Project Damselfly, this role is to focus on pre write off process review and embed Citi process, Citi local system installation and enhancement for collection systems (e.g. COGP PDA module), to increase digitalization on collection handling of pre write off accounts given COGP enhancement. For Citi local system (COGP PDA module), to understand end to end system flow, embed existing automation functionality, to optimize process automation and increase pre write off team’s efficiency. Review end to end collection process of pre write off handling, identify gap between Citi and DBS, and compare DBS Taiwan collection journey against best practice in other markets and Citi, to work out new collection strategy for pre write off accounts, and support migration to be implemented smoothly. To support training material preparation and training resource arrangement (post LD1 training) Recovery management (BAU) Daily monitoring on pre write off team dialer arrangement to maintain stable productivity and coverage. Daily monitoring on pre write off delinquency and kick off deep dive analysis and mitigation actions accordingly. Segment portfolio by customer’s payment possibility through reviewing the customer profile and build up different treatment flow accordingly (increase segmentation on pre write off handling), and support team Advising customers on their payment options and suggesting methods of payments. Negotiating suitable payment plans. Maintaining customer payment records. Initiate request to take legal action according to Collection SOP / Strategy and build up automatic legal action flow after COG application integration. Cooperate with legal team to execute collection legal action following collection guideline and working in partnership with collection operation team and courts. 2. The AVP of collection will be responsible for implementing the business plan regarding pre write off delinquency management in collections. He / she needs to ensure operational goals / metrics are achieved or exceeded and that all collection activities are conducted in compliance with regional guidelines and local regulations. 3. The key function for the AVP of collection is to lead collection activities to ensure collection process / handling complied regulation requirement . He/she needs to escalate on timely basis significant risk issues to stakeholder and manager for taking appropriate remedial actions

(1)不動產價值評估 (2)資產價值評估 (3)市場調查 ☆具估價師證照普通小型車,普通重機車普通重機車

1.大學地政、都市計劃、建築相關系所畢業 2.通過不動產估價師考試具證照 3.具備基本財務能力 4.具備不動產市場分析基本觀念 5.工作內容: (1)不動產價值評估 (2)資產價值評估 (3)市場調查輕型機車,普通小型車,普通重機車輕型機車,普通重機車

1..具統計學/應用統計/資訊科學等相關專業背景為佳 3. 具有較強的問題挖掘及分析能力且管理經驗豐富 4. 熟悉數據統計分析工具及技術 5. 具有大數據/資料分析建模及程式開發能力 6. 有數值統計/Data Mining/Machine Learning相關研究或程式開發經驗 7. 熟悉大數據分析系統之設計與開發工業工程學類,應用數學學類,資訊工程學類

1.市場風險管理系統架構及管理流程之持續檢視/強化 2.各項外部規範限額控管系統平台規劃及後續建置管理: 配合相關規範要求所建置控管平台。 3.規劃新種金融商品管控流程: 針對交易限額、交易評價、交易系統及監控管理報表、資本計提等，參與前中後台新產品專案討論。 4.規劃建置市場風險資料庫:建置支持數位化、自動化、整合化市場風險的資料庫。

1.民意調查、市場調查之執行、統計分析、報告撰寫與簡報 2.民意調查、市場調查企劃書之撰寫與簡報 3.電話訪問作業流程控管數學統計學門,社會學類,商業及管理學門

~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ ★瑞師HR-Line官方帳號上線啦★ ●立即加入好友了解專屬機會● ▲點我搶先加入好友https://lin.ee/lPOkKD1 ▲Line ID: @985arcis ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ 1.客戶需求預估/訂單需求擬訂/客戶需求變動後的訂單交期調整協調。 2.產銷協調,訂單下單狀況和出貨安排,達成客戶訂單需求及出貨目標。 3.整理分析出貨紀錄報告及資料分析管理。 4.協助庫存水準管控。 5.客戶需求異常變動的分析與問題解決。工業工程學類,通信學類,數理統計學類輕型機車,普通小型車,普通重機車

1.執行信用風險模型開發工作 2.執行信用風險新巴賽爾協定相關工作 3.執行信用風險管理分析工作 4.執行信用風險模型專案資訊工程學類,數理統計學類

1. 市場風險管理系統架構及管理流程之持續檢視/強化 2.各項外部規範限額控管系統平台規劃及後續建置管理: 配合相關規範要求所建置控管平台。 3. 規劃新種金融商品管控流程: 針對交易限額、交易評價、交易系統及監控管理報表、資本計提等，參與前中後台新產品專案討論。 4. 規劃建置市場風險資料庫:建置支持數位化、自動化、整合化市場風險的資料庫。

The Clinical Data Analyst is responsible for scientific programming in data validation, dataset transformation, and statistical analysis programming. Also, the Programmer supports data management or statistical activities for projects, if needed. Qualified individuals must have a bachelor‘s degree in statistics, biostatistics, mathematics, public health, or related field, or have 0-2 years of pharmaceutical experience in drug research and development. An advanced master’s degree is preferred. Knowledge of Statistical Application Software (SAS) or other programming language is required. The knowledge of Clinical Data Interchange Standards Consortium (CDISC) standards is preferred. 無工作經驗者月薪36000~42000元數學統計學門,資訊科學學門,公共衛生學類

1.運用內外部資料庫進行各類業務分析，提供數據做為決策支援 2.依專案需要進行模型建置及維護 3.主動分析資料，找出潛在潛在商機

負責信託基金、保管作業、資產管理作業及信託帳務。信託業業務人員信託業務專業測驗

***應徵時請附上作品集、文案、自傳、證照等加分文件*** 1. 需求分析及規劃資料萃取、資料清理 2. 數據分析、資訊視覺化、說明分析結果、提出建議及後續成效評估 3. 蒐集競業資訊、報表整理 ※工作待遇依個人經歷及專長等條件參考核定，如相關經歷豐富可議更優渥薪資，歡迎能力優秀的您應徵面談數學統計學門,資訊科學學門,電算機學門

1.規劃個、法金信用風險驗證模型與相關規範 2.執行個、法金信用風險模型驗證作業 3.整合風險壓力測試狀況數理統計學類,經濟學類,一般商業學類

1.疑似不法、人頭偽冒可疑交易監控門檻調校 2.疑似不法交易資料分析 3.疑似不法、人頭偽冒可疑交易態樣建立 4.疑似不法及AML/CFT辦法維護法律學門,商業及管理學門

1.日常市場風險分析與管理 2.協助前台新業務發展 3.新系統或效率提升相關專案商業及管理學門

1.衍生性金融商品、投資交易部位評價作業。 2.協助驗證市場風險各類模型，確保風險因子衡量工具之品質。財務金融學類,應用數學學類