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4-6 years
6-10 years
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More than 15 years
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資深資料工程師 @緯創資通股份有限公司
2020 ~ Present
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst、Solution Architect、Cloud Architect
Within one month
python
PowerBI
Power Platform
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
元智大學 Yuan Ze University
工業工程與管理學所
Avatar of the user.
Avatar of the user.
Past
Data Analyst @趨勢科技 TrendMicro
2021 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
R
PL/SQL
Python
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
天主教輔仁大學 FU JEN CATHOLIC UNIVERSITY
金融所
Avatar of the user.
Avatar of the user.
資料分析師 Data Analyst @Portto 門戶科技| Blocto
2022 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
python
R
MySQL
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
臺灣大學
流行病學與預防醫學所 生物統計組
Avatar of Vel Tien-Yun Wu.
Avatar of Vel Tien-Yun Wu.
Data Engineer @Groundhog Technologies Inc.
2021 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Vel Tien-Yun Wu I bring 5 years of hands-on experience in data engineering and software development, with a focus on building scalable data processing systems utilizing Hadoop, Spark, Kafka and Docker. My expertise in developing efficient ETL pipelines has been fundamental in optimizing data workflows for various data warehouses, enhancing data integrity and availability. My track record includes managing high-volume data pipelines, automating scheduling processes to improve operational efficiency, and deploying monitoring solutions that have reduced Mean-Time-To-Repair (MTTR) by 40%. I have a strong foundation in SQL, especially PostgreSQL, which enables
Git
Python
Scala
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
University of Illinois at Urbana-Champaign, School of Information Sciences
Information Management
Avatar of Tameka Harris.
Avatar of Tameka Harris.
Past
Sr. Customer Service Representative @United Health Group
2023 ~ 2024
Email and Customer Support Specialist
Within one month
Tameka Harris Experieced Email and Customer Support Specialist Delivering Exceptional Service I would introduce myself as a seasoned Email and Customer Support Specialist with over 10 years of extensive experience in various industries. throughout my career, I have made significant contributions to the success of the organizations I have worked for, demonstrating exceptional customer service and driving operational efficiency. United [email protected] Work Experience AprilMarch 2024 Taipei, Taiwan Sr. Customer Service Representative United Health Group Dedicated health plan support providing assistasnce to members through our email ticketing platform and inbound calls. Demontrrated accuracy
Word
Excel
Java
Unemployed
Ready to interview
Full-time / Interested in working remotely
10-15 years
University of Phoenix
Business Administration and Management
Avatar of 陳奕妤.
Avatar of 陳奕妤.
Past
Senior Data Analyst @趨勢科技
2022 ~ Present
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
data, design metrics, report and dashboard. Cross app data tracking and user journey analysis. VisionOne customers engagement score - the metrics can help fields to target the customers who are likely SOC/SOC-like profile and have frequently engaged with the VisionOne for their operations. Potential SOC customer tagging - use customer information to tag potential VisionOne SOC-like customers from the TrendMicro existing customer base. Product-led growth - provide metrics to help teams check the overview of the VisionOne trial customers experience and conversion rate with their app engagement/behaviors analysis. VisionOne tree view
python
R
SQL
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
輔仁大學 Fu Jen Catholic University
統計資訊學系
Avatar of SURIYADI.
Avatar of SURIYADI.
Past
Transaction risk analyst @PT BANK BRI Tbk
2020 ~ 2023
Within two months
gmail.com Employment History Transaction Risk Analyst • PT BANK BRI MeiOktoberAnalysed and interrogated large datasets for high-quality risk reporting. 2. Temporarily blocking debit and credit cards which is suspect risk transactions. Contact Center • PT BANK BRI OktoberAprilProcessed complaints professionally, seeking effective, timely solutions for continued customer satisfaction. 2. Acted as first point of contact for customer issues and queries. 3. Optimised customer experience by tailoring responses to individual needs. Handled high call volumes with accuracy and efficiency for optimum productivity. EducationUniversitas Kristen Indonesia Bachelor Degree English Education Skills Microsoft
Microsoft Office
Word
Excel
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
Universitas Kristen Indonesia
Pendidikan Bahasa Inggris
Avatar of Robert Yang.
Avatar of Robert Yang.
Senior Associate @DBS Bank
2023 ~ Present
Project Manager
Within two months
. Throughout this process, we employed the scrum methodology, which not only fostered teamwork but also enhanced my skills and knowledge in agile practices. Assstant Program Manager • Citi 四月八月 2023 •As a digital journey owner for Citi TW's online banking, I've focused on improving customer experiences through tech-driven solutions, balancing logical analysis with collaborative teamwork to meet project goals. •Starting my career at Citi, I learned to merge technology with business needs, understanding the significance of digitalization in today's business world. •In my role as a Project Manager, I've
Word
Excel
Swift
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
Shu-Te University
Avatar of Ivy Skipper.
Avatar of Ivy Skipper.
Sales Consultant/Content creator @YBA Marketing
2022 ~ Present
Within three months
2022 I led and managed the team in sales efforts. I opened and closed the store as well as handled cash transactions and bank deposits. Throughout my time here I was able to gain valuable knowledge or the sales industry specifically dealing in luxury items. I conducted interviews for new hires and trained new team members. I led team meetings and encouraged high sales and a quality customer experience. Server • Texas Roadhouse JanuaryAugust Education Western Governors University Educational SciencesSkills Communication Customer Relationship Management (CRM) Sales & Marketing Leadership Skills Digital Media Languages English — Native or Bilingual
Communication
Customer Relationship Management (CRM)
Sales & Marketing
Studying
Ready to interview
Part-time / Interested in working remotely
4-6 years
Western Governors University
Educational Sciences
Avatar of Vikas Pratap.
Digital Marketing Manager
Within two months
Marketing at Aspiring Minds India JunJun 2020 Creating content calendar for digital marketing and Email campaigns. Set-up a marketing automation system (CRM + email + Social Media). Ensure marketing message is conveyed clearly and delivered properly to prospects. Strong analytical ability to evaluate end-to-end customer experience across multiple channels. Coordinate and monitor the maintenance, integrity, and security of several databases. Asst. Team Lead - SMM at Sovereign Health Group MarchJun 2018 Developed and implemented marketing analytics and ROI tracking. Set-up a marketing automation system (CRM + email + Social Media
social media managment
Social Media Advertising
Social Media Marketing
Unemployed
Ready to interview
Part-time / Interested in working remotely
6-10 years

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Within one month
資料分析師
Logo of 趨勢科技 TrendMicro.
趨勢科技 TrendMicro
2021 ~ 2024
New Taipei City, Taiwan
Professional Background
Current status
Unemployed
Job Search Progress
Ready to interview
Professions
Market Finance, Data Engineer, Data Scientist
Fields of Employment
Big Data, Banking
Work experience
6-10 years
Management
I've had experience in managing 1-5 people
Skills
R
PL/SQL
Python
finance
Data Analysis
OBIEE
T-SQL
Tableau
ADX
Languages
English
Fluent
Job search preferences
Positions
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Job types
Full-time
Locations
Taipei, 台灣
Remote
Interested in working remotely
Freelance
Educations
School
天主教輔仁大學 FU JEN CATHOLIC UNIVERSITY
Major
金融所
Print
Llfpmcccloqmavilsal5

林冠安

[email protected]

  • 金融業及交易所(TWSE, TPEx)風控系統建置經驗。
  • 孰悉金融市場交易資料及金融業業務資料分析。
  • 客戶、商品使用及公司營收資料分析經驗。
  • 孰悉SQL(MS, Oracle, ADX), R, Python及VBA。
  • 報表工具: Tableau, Oracle OBIEE, SSRS

技能


  • 程式語言:R、Python、TSQL、PL SQL、VBA。
  • 資料庫:MS SQL、Oracle SQL、ADX
  • 報表系統:Tableau、SSRS、OBIEE、
  • 系統:OFSAA、MSCI RiskMetrics。 
  • 對於金融領域知識、資料分析及ETL流程有實務經驗,及良好的團隊合作能力。

學歷

輔仁大學 - 金融所   
             
輔仁大學 - 統計與資訊學系 

經歷

趨勢科技                  2021/11 – 2024/1
研究開發部-Data Analyst 

1. 公司財務、銷售及產品分析

  • 維運公司全球銷售分析報表,解讀影響銷售成效之指標(如ARR, NRR, Churn Rate)。
  • 協助分析造成營收變動、成本狀況或客戶流失之主要原因。
  • 分析客戶產品使用狀況,及研究公司產品策略執行效率成果。

2. 公司策略方向提供

  • 統整產品使用狀況、產品策略及銷售狀況之分析,協助公司檢視及即時重新訂定策略。
  • 跨部門及跨國合作,開發公司新策略各面向監控儀表板,以利公司監控新策略執行成效。

3. 流程及報表開發

  • 與PM或Sales operations討論報表需求,以stored procedure開發計算邏輯,並建立相關view以利Tableau報表開發。
  • 作為user與data engineer之間的溝通管通,統合需求後開發符合user之報表或資料。
  • 依照過去資料驗證經驗,以stored procedure開發各項指標之DQ邏輯,以避免後續產生相同錯誤。
  • 以內部排程軟體,設定報表自動化產出流程。

KPMG安侯建業                  2016/9 – 2018/10, 2019/4 – 2021/11
顧問服務部-資訊科技諮詢服務 高級顧問師 

1. 研究分析能力

  • 研讀與專案有關國際金融準則(PFMI, LRM)與各國因應法規成立之辦法。並分析各國家所訂定之標準與市場趨勢,提供客戶參考數值。
  • 以R撰寫系統核心計算引擎:以R建立風險值、壓力測試及商品評價等計算邏輯,並對產出結果進行敏感度及敘述性統計等分析,協助客戶訂定法規標準。
  • 對產出數字進行驗證,解讀數據正確性,確保產出結果正確。 

2. 資料流程映射及報表開發經驗

  • 與客戶進行系統需求討論,規劃所需資料及後續開發流程。
  • 以T-SQL及PL-SQL撰寫stored procedure,處理系統所需之資料ETL流程。
  • 以SQL Server Reporting Services(SSRS)報表系統產製客戶要求之報表,並與IT人員合作開發客戶入口網站,設計系統設定樣式及報表於網頁呈現樣式。
  • 使用Oracle Business Intelligence Enterprise Edition(OBIEE)報表系統產製報表。

3. 系統建置經驗

  • 參與交易所及櫃檯買賣中心自行開發之風險值計算系統建置專案。
  • 多家銀行MSCI RiskMetrics系統維護及Oracle OFSAA LRM系統建置專案。
  • 保險業IFRS17專案導入顧問-客戶系統及資料盤點,協助客戶評選廠商。 

4. 客戶服務經驗

  • 掌控專案進度,與客戶溝通協調目前專案狀況。
  • 依據客戶對系統提出之需求及資料問題,了解客戶需求及評估分配工作內容。
  • 撰寫計算邏輯方法論、使用者系統操作手冊、報表設計規格文件、程式規格書及部分資料庫設計文件。
  • 對客戶進行計算邏輯方法論及系統操作教育訓練。

中國信託商業銀行                  2018/11 – 2019/04
客戶關係管理部-資料分析人員 

1. 行銷業務單位名單產出

  • 依業務單位新需求及既有需求,產出業務單位所需之行銷名單。
  • 以R開發自動化程式,協助將過去占用大量產製名單之工作時間自動化。

2. 建立增進業務單位績效之模型

  • 與廠商配合以機器學習模型建立換匯、基金及保險購買預測模型,後續規劃更多特徵創建以提升模型準確性。
  • 規劃未來能協助業務單位增進業務效率之模型,如:理專配適模型、客戶價值週期、客服語音文字分析等。

資料分析相關經驗


  • 研究所論文:股市波動來源的探討: 分類迴歸樹模型的應用
    • 以ARMA模型計算股市波動率,再以K-means方法將波動率分類。並使用CART 對連續型及類別型變數進行分析。
  • 大學專題:依使用者屬性分類的行程規劃系統實作
    • 收集及分析問券資料,並以羅吉斯迴歸分析個人資料予以分類屬性,依結果推薦捷運周邊旅遊行程。使用 R-Excel及VBA建置此系統。
  • 103學年輔大金融所產學合作:永豐金控程式交易第一名
    • 使用R建立以羅吉斯迴歸對台指期相關資料之模型,將結果導入奇狐交易軟體並建立交易策略及進行回溯測試。
  • 台積電半導體大數據分析競賽
    • 分析半導體晶圓製程的數據,並設法預測及提高晶圓良率。使用R建立決策樹模型。

Resume
Profile
Llfpmcccloqmavilsal5

林冠安

[email protected]

  • 金融業及交易所(TWSE, TPEx)風控系統建置經驗。
  • 孰悉金融市場交易資料及金融業業務資料分析。
  • 客戶、商品使用及公司營收資料分析經驗。
  • 孰悉SQL(MS, Oracle, ADX), R, Python及VBA。
  • 報表工具: Tableau, Oracle OBIEE, SSRS

技能


  • 程式語言:R、Python、TSQL、PL SQL、VBA。
  • 資料庫:MS SQL、Oracle SQL、ADX
  • 報表系統:Tableau、SSRS、OBIEE、
  • 系統:OFSAA、MSCI RiskMetrics。 
  • 對於金融領域知識、資料分析及ETL流程有實務經驗,及良好的團隊合作能力。

學歷

輔仁大學 - 金融所   
             
輔仁大學 - 統計與資訊學系 

經歷

趨勢科技                  2021/11 – 2024/1
研究開發部-Data Analyst 

1. 公司財務、銷售及產品分析

  • 維運公司全球銷售分析報表,解讀影響銷售成效之指標(如ARR, NRR, Churn Rate)。
  • 協助分析造成營收變動、成本狀況或客戶流失之主要原因。
  • 分析客戶產品使用狀況,及研究公司產品策略執行效率成果。

2. 公司策略方向提供

  • 統整產品使用狀況、產品策略及銷售狀況之分析,協助公司檢視及即時重新訂定策略。
  • 跨部門及跨國合作,開發公司新策略各面向監控儀表板,以利公司監控新策略執行成效。

3. 流程及報表開發

  • 與PM或Sales operations討論報表需求,以stored procedure開發計算邏輯,並建立相關view以利Tableau報表開發。
  • 作為user與data engineer之間的溝通管通,統合需求後開發符合user之報表或資料。
  • 依照過去資料驗證經驗,以stored procedure開發各項指標之DQ邏輯,以避免後續產生相同錯誤。
  • 以內部排程軟體,設定報表自動化產出流程。

KPMG安侯建業                  2016/9 – 2018/10, 2019/4 – 2021/11
顧問服務部-資訊科技諮詢服務 高級顧問師 

1. 研究分析能力

  • 研讀與專案有關國際金融準則(PFMI, LRM)與各國因應法規成立之辦法。並分析各國家所訂定之標準與市場趨勢,提供客戶參考數值。
  • 以R撰寫系統核心計算引擎:以R建立風險值、壓力測試及商品評價等計算邏輯,並對產出結果進行敏感度及敘述性統計等分析,協助客戶訂定法規標準。
  • 對產出數字進行驗證,解讀數據正確性,確保產出結果正確。 

2. 資料流程映射及報表開發經驗

  • 與客戶進行系統需求討論,規劃所需資料及後續開發流程。
  • 以T-SQL及PL-SQL撰寫stored procedure,處理系統所需之資料ETL流程。
  • 以SQL Server Reporting Services(SSRS)報表系統產製客戶要求之報表,並與IT人員合作開發客戶入口網站,設計系統設定樣式及報表於網頁呈現樣式。
  • 使用Oracle Business Intelligence Enterprise Edition(OBIEE)報表系統產製報表。

3. 系統建置經驗

  • 參與交易所及櫃檯買賣中心自行開發之風險值計算系統建置專案。
  • 多家銀行MSCI RiskMetrics系統維護及Oracle OFSAA LRM系統建置專案。
  • 保險業IFRS17專案導入顧問-客戶系統及資料盤點,協助客戶評選廠商。 

4. 客戶服務經驗

  • 掌控專案進度,與客戶溝通協調目前專案狀況。
  • 依據客戶對系統提出之需求及資料問題,了解客戶需求及評估分配工作內容。
  • 撰寫計算邏輯方法論、使用者系統操作手冊、報表設計規格文件、程式規格書及部分資料庫設計文件。
  • 對客戶進行計算邏輯方法論及系統操作教育訓練。

中國信託商業銀行                  2018/11 – 2019/04
客戶關係管理部-資料分析人員 

1. 行銷業務單位名單產出

  • 依業務單位新需求及既有需求,產出業務單位所需之行銷名單。
  • 以R開發自動化程式,協助將過去占用大量產製名單之工作時間自動化。

2. 建立增進業務單位績效之模型

  • 與廠商配合以機器學習模型建立換匯、基金及保險購買預測模型,後續規劃更多特徵創建以提升模型準確性。
  • 規劃未來能協助業務單位增進業務效率之模型,如:理專配適模型、客戶價值週期、客服語音文字分析等。

資料分析相關經驗


  • 研究所論文:股市波動來源的探討: 分類迴歸樹模型的應用
    • 以ARMA模型計算股市波動率,再以K-means方法將波動率分類。並使用CART 對連續型及類別型變數進行分析。
  • 大學專題:依使用者屬性分類的行程規劃系統實作
    • 收集及分析問券資料,並以羅吉斯迴歸分析個人資料予以分類屬性,依結果推薦捷運周邊旅遊行程。使用 R-Excel及VBA建置此系統。
  • 103學年輔大金融所產學合作:永豐金控程式交易第一名
    • 使用R建立以羅吉斯迴歸對台指期相關資料之模型,將結果導入奇狐交易軟體並建立交易策略及進行回溯測試。
  • 台積電半導體大數據分析競賽
    • 分析半導體晶圓製程的數據,並設法預測及提高晶圓良率。使用R建立決策樹模型。