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4-6 năm
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Hơn 15 năm
Past
Data Engineer @Rooit Inc. (XO App)2023 ~ 2023
・
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Trong vòng một tháng
使用者資料，進行DAU/MAU等BA和DA分析，使用Tableau和Python製作Dashboard呈現結果 - 優化交友推薦系統並開發使用新的推薦演算法 - 建立data to Bigquery/Redis 的 pipeline分流舊有MongoDB資料庫減少MongoDB巔峰時流量負荷 - 利用使用者在APP上的行為模式資料建立Knowledge Graph NEITHNET Inc., 資料科
Thất nghiệp
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
中國醫藥大學(China Medical University)
・
臨床醫學研究所
Senior Software Engineer @GGV Capital2021 ~ Hiện tại
・
Trong vòng một tháng
Đã có việc làm
・
Bật trạng thái tìm việc
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
National University of Kaohsiung
・
Electrical and Electronics Engineering
Sr. Technical Product Manager @FunNow 曙客股份有限公司2022 ~ Hiện tại
・
專案經理、產品經理、系統分析師
Trong vòng một tháng
report across devices and channels that result in the conversion rate of new users increased by 20%. • Design and build various payment methods, label-based search, dynamic pricing via different sale channels, and user-preference recommendation engine to optimise user experience and to boost CVR. • Supervised the AsiaYo Data team, establishing a data pipeline by Airflow™, and building a report system on Tableau™, to accelerate decision-making process across BUs. • Initiated behaviour tracking on the supply-side behaviour of hotels, homestay owners and large-scale operators, analysed their inventory and price synchronisation rate, and proactively
Đã có việc làm
・
Bật trạng thái tìm việc
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
University of Southampton
・
Operational Research and Finance
數據分析工程師 @ASE Group Global2022 ~ Hiện tại
・
PM/產品經理/專案管理
Trong vòng một tháng
蘇庭恩 Lyndon Su 數據分析/系統分析/專案管理 Mobile：Email： [email protected] 工作經歷 Data Analyst Engineer 日月光半導體製造股份有限公司 • 2022/09 - Present Responsibilities 1 數據倉儲PM｜ 部門數據倉儲規劃& Data Pipeline建立 管理部門內部報表人力支援分配與規劃 2 數據決策平台｜ 建立採購員議
Đã có việc làm
・
Bật trạng thái tìm việc
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
銘傳大學
・
應用統計資料科學學系
Analyst @Business Next Media Corp.2017 ~ 2019
・
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Trong vòng một tháng
Achieved a 78% reduction in data storage requirements and significantly accelerated query speeds from hours to minutes through the seamless integration of lakehouse and data platforms. • Consult for business process automation using data techniques on loan, credit analysis and procurement process. • Design solutions for data leakage prevention and data security. • Implement end-to-end generative AI solution integrating with GraphDB, Chatbot & Avatar. Morrison Express Corp., Data Engineer, Jan 2021 ~ Jul 2022 • Orchestrated data pipeline, ETL process and API to connect diverse data systems and facilitate data migration. • Full accountability for overseeing data architecture and
Đã có việc làm
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
National Taiwan University
・
Psychology
Data Engineer @FarEasTone Telecom 2021 ~ Hiện tại
・
Data engineer
Trong vòng một tháng
Web Crawl and automation for internal support Dashboard build with metabase and dash Data Engineer CrowdInsight • 三月六月 2019 Agricultural products Crawl Database schema design and build test data for martech system Python Backend Engineer JS tech • 七月二月 2019 High frequency web crawl and stable data source supply Build internal API application Tools: Flask, Request, Selenium, Beautifulsoup, Mitmproxy, Prorxypool, RabitMQ Research Assistant IES Academia Sinica • 一月六月NOAA satellite data and Gamma Ray radiation analysis for possible earthquake precursor 2. Experiment instruments and data pipeline build. 3. Data analysis and
Đã có việc làm
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
National Chung Cheng University
・
Applied GeophysicsĐã có việc làm
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
國立台中科技大學
・
資訊管理
Staff Cloud Architect Enginner @域動行銷股份有限公司2023 ~ Hiện tại
・
雲端工程師，雲端架構師，數據架構師
Trong vòng một tháng
Architect CKmates Responsible for AWS cloud architecture and solution design. AprJan 2023 Cloud Data Engineer SinYi Realty Inc. Responsible for Azure cloud architecture and Data ETL Pipeline development and management. JanApr 2022 Backend Engineer AnFu Solutions Inc. Responsible for AWS cloud environment management and architecture, ETL data cleaning, and Python API development. Project experience: House+ : Data cleaning process management, using Elastic Beanstalk in the AWS cloud environment to establish a data cleaning process pipeline. Model training process management, using Elastic Beanstalk in the AWS cloud environment to establish a model training process pipeline
Đã có việc làm
・
Tắt trạng thái tìm việc
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
輔仁大學
・
圖書資訊
Past
Penugasan Khusus Setingkat Officer Tk. V (C) @PT Asuransi Jiwasraya (Persero)2021 ~ 2022
・
Officer
Trong vòng một năm
medical risk selection assessment and delivered assistant for medical cases. Follow up unclean & pending issuance cases. Responsible for providing accurate and timely production report data on a periodic basis (monthly, quarterly, yearly) for both internal and external needs. Administered physical and digital filing systems, keeping archives well-organized and easily retrievable. Managed client communications by answering phones and emails. AprilJuli 2019 EducationRevoU Full Stack Data Analytics A three-month intensive bootcamp (from January 9 to April 9, 2023), covering an end-to-end data analytics pipeline from understanding business problems, gathering, cleani...
Thất nghiệp
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
RevoU
・
Full Stack Data Analytics技術經理 @SYSTEX 精誠資訊2021 ~ Hiện tại
・
Hybrid Architect and Backend Engineer
Trong vòng một tháng
Đã có việc làm
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
Hơn 15 năm
臺灣國立空中大學
・
法律專班 Kế hoạch tuyển dụng đơn giản và hiệu quả nhất
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Hơn một năm
Business Analyst | Data Analyst | Business Intelligence Analyst
Amazon
・
2021 ~ 2022
Professional Background
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Tiến trình tìm việc
Professions
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Data Analyst
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Full-time
Địa điểm
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Quan tâm đến làm việc từ xa
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Học vấn
Trường học
Southern Methodist University
Chuyên ngành
Master of Science in Business Analytics
Yi-Ling (Carol) Huang
I am passionate about analyzing data and providing business insight to help people solve problems. I utilized R, SQL and Python to process data, to apply machine learning algorithms, and to visualize data appropriately. Even though I sometimes had challenges, I really enjoyed the process solving them. Each puzzle provides a new opportunity to find solutions.
Data Analyst | Business Intelligence Analyst | Business Analyst
Taipei, TW
[email protected] |+886988277423
PROFESSIONAL EXPERIENCE
Amazon.com, Inc. Taipei, Taiwan (R.O.C)
Sales Operations Intern February 2021 – February 2022
- Extracted and summarized data from database using SQL and Python and provided insights for business teams to stimulate seller quality and shorten seller launched timeline
- Devised seller tool using SQL and VBA to help sales team push forward sales pipeline and feature adoption and trigger email pushed directly to targeted sellers and thus save time for 70% of sales representatives
- Maintained seller data and designed reports and dashboards in Astro, a Salesforce tool, to assist business teams to catch up real-time seller registration status and seller performance
Efortles, Inc New York, NY
Business Operation Intern August 2020 – October 2020
- Researched online platform for marketing use and presented outcome using Notion
- Established investor list with different sweet spots using pivot table and conducted pitch deck to attract investors to invest
Lai - Yi Paper Box Manufacturing Company Changhua, Taiwan (R.O.C)
Financial Analyst Jul 2017 – Dec 2018
- Measured revenue performance by applying data visualization such as bar chart, line chart and pie chart in Excel
- Monitored production status by utilizing pivot table with months and clients
- Identified whether company should explore new customers by analyzing financial figures and monthly production status
PROJECTS
Teknion Data Solutions (Data Consulting): Analysis of Pine Cove (Summer Camp Non-Profit) – SMU MSBA Capstone Project – R, Excel, Tableau, PowerPoint
- Leveraged current recruiting data to build and test model to identify criteria for “good fit” camp counselor and identify 3rd party data sources to identify potential recruiting opportunities to expand list of camp counselor applicants
- Separated multi values in one cell into dummy variables and dealt with missing values and typo in R
- Constructed decision tree, machine learning algorithm, to figure out rules that classify good camp counselors
- Classified rules into marketing variables and predictive variables and applied marketing variables to target universities which have similar characteristics and find more good applicants
- Demonstrated good universities distribution and features with map and tables in Tableau and PowerPoint
PickUp (Curated Delivery Service Company) – Data Visualization and Communication – Excel, Tableau
- Worked with local start-up company to analyze and to recommend potential new markets in California and Canada applying similar characteristics in current markets
- Synthesized multiple data sources including demographics, traffic and customer base for both current and potential areas
- Designed score card index in Excel based on ranked variables to identify target markets
- Built Tableau dashboards and queries to visualize pros and cons of potential markets and to recommend target markets
Job Search Database – Database Design for Business – SQL, R Shiny
- Developed H1B database for international students narrowing job searching efforts to targeted companies
- Collected data from multiple sources such as myvisajobs and PayScale and built database in SQL to relate different worksheets
- Established filters applying queries to select data by year, region, industry category and applied CRUD (create, read, update, and delete) function in SQL
- Displayed results with tables, maps, and histograms to visualize clearly using R Shiny
EDUCATION
Southern Methodist University, MS in Business Analytics 2019 – 2020
National Cheng Kung University, MBA, Finance 2015 – 2017
National Yunlin University of Science & Technology, BBA, Finance 2011 – 2015
Yi-Ling (Carol) Huang
I am passionate about analyzing data and providing business insight to help people solve problems. I utilized R, SQL and Python to process data, to apply machine learning algorithms, and to visualize data appropriately. Even though I sometimes had challenges, I really enjoyed the process solving them. Each puzzle provides a new opportunity to find solutions.
Data Analyst | Business Intelligence Analyst | Business Analyst
Taipei, TW
[email protected] |+886988277423
PROFESSIONAL EXPERIENCE
Amazon.com, Inc. Taipei, Taiwan (R.O.C)
Sales Operations Intern February 2021 – February 2022
- Extracted and summarized data from database using SQL and Python and provided insights for business teams to stimulate seller quality and shorten seller launched timeline
- Devised seller tool using SQL and VBA to help sales team push forward sales pipeline and feature adoption and trigger email pushed directly to targeted sellers and thus save time for 70% of sales representatives
- Maintained seller data and designed reports and dashboards in Astro, a Salesforce tool, to assist business teams to catch up real-time seller registration status and seller performance
Efortles, Inc New York, NY
Business Operation Intern August 2020 – October 2020
- Researched online platform for marketing use and presented outcome using Notion
- Established investor list with different sweet spots using pivot table and conducted pitch deck to attract investors to invest
Lai - Yi Paper Box Manufacturing Company Changhua, Taiwan (R.O.C)
Financial Analyst Jul 2017 – Dec 2018
- Measured revenue performance by applying data visualization such as bar chart, line chart and pie chart in Excel
- Monitored production status by utilizing pivot table with months and clients
- Identified whether company should explore new customers by analyzing financial figures and monthly production status
PROJECTS
Teknion Data Solutions (Data Consulting): Analysis of Pine Cove (Summer Camp Non-Profit) – SMU MSBA Capstone Project – R, Excel, Tableau, PowerPoint
- Leveraged current recruiting data to build and test model to identify criteria for “good fit” camp counselor and identify 3rd party data sources to identify potential recruiting opportunities to expand list of camp counselor applicants
- Separated multi values in one cell into dummy variables and dealt with missing values and typo in R
- Constructed decision tree, machine learning algorithm, to figure out rules that classify good camp counselors
- Classified rules into marketing variables and predictive variables and applied marketing variables to target universities which have similar characteristics and find more good applicants
- Demonstrated good universities distribution and features with map and tables in Tableau and PowerPoint
PickUp (Curated Delivery Service Company) – Data Visualization and Communication – Excel, Tableau
- Worked with local start-up company to analyze and to recommend potential new markets in California and Canada applying similar characteristics in current markets
- Synthesized multiple data sources including demographics, traffic and customer base for both current and potential areas
- Designed score card index in Excel based on ranked variables to identify target markets
- Built Tableau dashboards and queries to visualize pros and cons of potential markets and to recommend target markets
Job Search Database – Database Design for Business – SQL, R Shiny
- Developed H1B database for international students narrowing job searching efforts to targeted companies
- Collected data from multiple sources such as myvisajobs and PayScale and built database in SQL to relate different worksheets
- Established filters applying queries to select data by year, region, industry category and applied CRUD (create, read, update, and delete) function in SQL
- Displayed results with tables, maps, and histograms to visualize clearly using R Shiny