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On
4-6 years
6-10 years
10-15 years
More than 15 years
Taipei City, Taiwan
Product Marketing & Operation Expert, Content Commerce @Alibaba Group2021 ~ Present
・
Senior Marketing Manager/Marketing Director
Within one month
Martech solutions to business brands B. Content marketing - CCTV program placements, Hunan TV live broadcast events, Douyin short videos, and live streaming projects - Social media content marketing planning Brand Marketing Director • Alibaba Group 七月十月 2020 ✍🏻 Build “Tmall go-to-market and Super Brand Day Marketing Solutions” Brand through KA Collaborations 📐 Role & Responsibilities A. Product Marketing & Brand Communication - 2B: collaborate with client success and product operation team to serve GSKA, achieving both new product launch GMV and branding goals, raise brands involvement - 2C: plan and execute co-branding campaigns - Brand building: enhance Tmall
Employed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
FuJen Catholic University
・
Japanese Language & Culture
Past
Marketing Manager @Influenxio 圈圈科技2022 ~ Present
・
SEO Manager, Content Manager, Digital Marketing Manager,Marketing Manager,Product Marketing Manager
Within two months
陳奕綸 Marketing Manager Taipei City, Taiwan 10 years of work experience included business sales, product planning, marketing, professional managers. ✓ Had proven ability to demonstrate consultative sales technique to strengthen the connection between solutions and client demand. ✓ Planning tourism products and Implementing included Antarctica and other 40 countries, with excellent ability of problem-solving and decision-making. ✓ Research and analyses market conditions, apply to consumer trends, and opportunities for product enhancements. Mr. Chen can be reached at [email protected] https://www.travelerian.com/
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Chung Cheng University
・
Psychology
Past
Software Project Manager @Askey Computer Corp.(Asus Group), Taiwan,2020 ~ 2023
・
Project Manager、Software Project Manager、Product Manager
Within one month
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
Tamkang University
・
Water Resources and Environmental EngineeringDirector of Operations @Jmen Taiwan - Jiuh Men 鉅門工業2020 ~ Present
・
資深產品經理 Senior Product Manager
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
National Taiwan University
・
Electronics Engineering
Offline
Offline
Past
Senior Data Analyst @趨勢科技2022 ~ Present
・
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
proper campaign to different customers. Integrate user's transaction data, online behavior data, interest tags to auto labeling MMA customers by using statistical methods and machine learning methods. Developing automation regular reports, maintaining SQL store procedures, Tableau dashboards and Power BI dashboards. Cooperated with cross-functional team (Product, Marketing, Platform, PM, IT, Sales) to provide timely and accuracy business insight analysis. Developing automated web crawler on MMA website to collect ETF, fund, bond information. Skill : Microsoft SQL Server · Microsoft Power BI · Data Cubes · R · Python · Tableau · Web Crawling · machine learning · IMPALA · HIVE · Git · Docker Data
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
Product Markeitng Manager @EATON2023 ~ Present
・
PM/產品經理/專案管理
Within one month
Department of Electronic Engineering SepJun 2018 Skill Set Product Competitor analysis Go To Market strategy Roadmap planning Feature development research Software Microsoft Office Public opinion analysis User Experience User's guidelines User scenario testing Software & Hardware usability Professional Experience Product Marketing Manager • MSI - Micro-Star International Co., Ltd DecPresent Product Marketing Orientation 1. Translate PC DIY Product technical info into Go To Marketing materials eg. (sales kits, media reviews, and official blog ) 2. Collaborate with PM, R&D, and Sales to expand potential opportunities and drive design wins marketing strategy ●Responsible for 3 Product lines(25
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Cheng Kung University
・
IMBASocial Media Marketing Manager @城邦媒體控股集團2016 ~ Present
・
數位行銷經理
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
10-15 years
Shih Hsin University
Assistant Marketing Manager @Lenovo2020 ~ Present
・
行銷企劃主管/PM/產品經理/活動專案管理
Within one month
offline sales partners. •Lead external agency (PR, social, digital media buy, etc) for strategic planning and execution. Enhance brand value and achieve business objective while pay attention on budget controlling. •Cross functional and cross cultural communication & collaboration between APAC regional team •Supervise junior marketers and oversee overall marketing results Senior Global Product Marketing • ASUS AugFeb 2020 [Campaign and event development] •Owner of the global campaign for the premium product line ZenBook Series to increase brand awareness •Led the team to attend global creator event SIGGRAPH 2019 and Adobe MAX 2019 to drive the brand awareness of ProArt
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
EDHEC Business School
・
Marketing/Marketing Management, General
Past
Senior Media planner @iProspect安布思沛行銷公司2024 ~ Present
・
PM/產品經理/專案管理
Within one month
菜聯名專案「涼拌雜菜」 - PopDaily自製蛋黃酥聯名禮盒「好蛋俱樂部」 - PopDaily線下市集專案POP!Holiday - PopDaily與but. we love butter聯名專案「厭世診療室」 Senior Product Marketing Manager • SUGOI_數果網路股份有限公司 十月二月 2023 PopDaily旗下電商事業PopSelect 波波選物所社群行銷策略及團隊管理 直接管理人數7
Unemployed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
輔仁大學 Fu Jen Catholic University
・
廣告傳播學系
Design Director @方客特股份有限公司2021 ~ 2022
・
Product Designer (UI/UX)
Within one month
to ship great products is fun and rewarding. https://portfolio-cindyshy.vercel.app/ Experience Design Director • Fontech FebOct 2022 Built and implemented design system with Figma to reduce repetitive work in design and engineering teams by 50% Collaborated with CEO, Tech Leads, Stakeholders, and Product & Marketing Managers and make sure to bring the best possible solutions and to ensure consistency to users' problems at the cross-section of tech and design Established design strategy and goal for every project and led 3 designers to turn conceptual ideas into 20 useful and valuable products in
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
實踐大學（Shih Chien University）
・
Department of Communications Design（3D animation）The Most Lightweight and Effective Recruiting Plan
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Technical Skills
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Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
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Within one month
Sr. data analyst@TrendMicro | Data Scientist | Business Analyst
趨勢科技
・
2022 ~ Present
Professional Background
Current status
Unemployed
Job Search Progress
Ready to interview
Professions
Data Scientist, BI Engineer, Machine Learning Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Big Data, Software
Work experience
4-6 years
Management
None
Skills
Languages
English
・
Fluent
Job search preferences
Positions
Data Scientist, Data Analyst, Machine Learning Engineer
Job types
Full-time
Locations
台灣台北, 台灣新竹市, 台灣新竹縣, 台灣新北市, 台灣台北市
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
輔仁大學 Fu Jen Catholic University
Major
統計資訊學系
Cathy Chen
Sr. Data Analyst
Senior data analyst with over 6 years experience in ETL, data visualization, exploratory data analysis, machine learning, deep learning, customized online dashboard using SQL, R, Python and data analytics tools.
Data Scientist, Data Analyst
Taipei, Taiwan
0923126227
Work Experience
Sr. Data Analyst • TrendMicro
Nov 2022 - Now
- Work with cross-functional teams(UI/UX designer, Front-end, Back-end, Marketing, PM, Sales) to provide related 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 APP usage - app usage tree view is designed to let users be able to easily get customer’s usage data.
Skill : Microsoft SQL Server · Kusto Query Language (KQL) · Azure Databricks · Microsoft Azure Dashboard · Tableau · Microsoft Power BI · Data Cubes · pySpark · Git
Data Analyst • Bank SinoPac
Oct 2020 - Nov 2022
- Personalized recommendation system on official website.
- Using machine learning model to find the potential customers, total uplift 20% click rate and 6% conversion rate, find out the important features to help business stakeholders give the proper campaign to different customers.
- Integrate user's transaction data, online behavior data, interest tags to auto labeling MMA customers by using statistical methods and machine learning methods.
- Developing automation regular reports, maintaining SQL store procedures, Tableau dashboards and Power BI dashboards.
- Cooperated with cross-functional team (Product, Marketing, Platform, PM, IT, Sales) to provide timely and accuracy business insight analysis.
- Developing automated web crawler on MMA website to collect ETF, fund, bond information.
Skill : Microsoft SQL Server · Microsoft Power BI · Data Cubes · R · Python · Tableau · Web Crawling · machine learning · IMPALA · HIVE · Git · Docker
Data Analyst • Catchplay
Apr 2020 - Oct 2020
- Indonesia OTT customer profile analysis - Collecting, analyzing and evaluating data and campaign performance to assist the Indonesia marketing team in developing pricing solutions. This project is to drive greater TVoD usage and provide recommendations to enhance the business function.
- Indonesia competitor analysis
- Forecasting movie search volume - Assist with filtering the popular movie by using pytrends to track the movie keywords search volume, predict movies' search volume by using LSTM.
- Lover migration analysis - Analyze behavioral trends in user data to suggest opportunities of optimization and improvement to the marketing team. Our team assist with filtering potential paying audience from 400,000 users on Catchplay.
- Genre Classification – Text Similarity
- CATCHPLAY Recommendation System
Skill : Google BigQuery · R · Python · Google Analytics · Google Search Console · Web Crawling · machine learning
Machine Learning Engineer • 人工智慧製造研究中心
Apr 2018 - Jan 2020
- Demand Categorization and Forecasting in Semiconductor Components Supply Chain - Semiconductor distributor need to make specific demand forecasting by item as critical input of inventory control and ordering strategy. Accurate demand forecast needs strict supply chain information and market analysis. However, most companies in semiconductor supply chain are not equipped with demand information sharing system between upstream and downstream. In this project, thousands of product parts are classified and forecast by competent staff based on their domain knowledge and working experience. To fill in this gap, we aims to propose a demand categorization and forecasting approach to support flexible decisions in supply chain management.
- Optimizing Manufacturing Parameters of Wire Bonding Process in IC Packaging Industry - In the wire bonding process, different setting value of manufacturing parameters affect the quality of the solder joints and the speed of wire bonding significantly. And when a new product is introduced, it is difficult to quickly obtain effective parameters simply by relying on the experience of the engineers. The project aims to help the IC packaging factories to increase production capacity by reducing the number of downtimes and speeding up the wire bonding time. The empirical result shows that the proposed approach has shown practical viability for increasing the packaging yield by 0.03%.
- Probe Card Electrical Quality Enhancement in Advanced Semiconductor Test Industry - In order to ensure the electrical quality of the probe card transmission path, in this project, we develops an automated inspection system which is able to reduce the error and time consuming from manual operation. Measurement System Analysis (MSA) ensures the electrical measurement quality of the equipment and meanwhile, collects and transfers those measurement results to be a big database from comprehensive electrical detection for key materials.
- Development- Change Point Analysis
Skill : Python · R · Shiny · HTML · CSS · Javascript · machine learning
Data Analyst • CADMEN
July 2016 - Jan 2018
- Assist customers to collect data, build analytics model, data visualization and establish customized online dashboard.
- Regularly conduct seminar,technical conferences and employee orientation.
- Assist SAS consultant to do POC.
- ITRI , Electronic and Optoelectronic System Research Lab - SAS consultant.
- SPC and Root Cause Analysis System - The cooperative company is the top 20 electronic components supplier in Taiwan. The company’s main products are CPU heat sinks, fans and blowers, cooling. This project cooperates with QC department and System Thermal BU to help them collect and integrate multi-data table(production data, maintenance report , production order),develop ETL pipeline and customized online dashboard.
Skill : Python · R · Shiny · HTML · CSS · Javascript · SAS · JMP · machine learning
Education
Sep 2012 - Jun 2016
Fu Jen Catholic University
Department of Statistics and Information Science
Skills
Programming
Python
R
Spark
R shiny
SAS
HTML
CSS
Javascript
Database
My SQL
MS SQL Server
SQLite
IMPALA
HIVE
Azure Kusto (KQL)
Data Analytics Tools
Tableau
Power BI
Data Studio
Databricks
Azure dashboard
SPSS
Google Analytics
Google Search Console
Cathy Chen
Sr. Data Analyst
Senior data analyst with over 6 years experience in ETL, data visualization, exploratory data analysis, machine learning, deep learning, customized online dashboard using SQL, R, Python and data analytics tools.
Data Scientist, Data Analyst
Taipei, Taiwan
0923126227
Work Experience
Sr. Data Analyst • TrendMicro
Nov 2022 - Now
- Work with cross-functional teams(UI/UX designer, Front-end, Back-end, Marketing, PM, Sales) to provide related 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 APP usage - app usage tree view is designed to let users be able to easily get customer’s usage data.
Skill : Microsoft SQL Server · Kusto Query Language (KQL) · Azure Databricks · Microsoft Azure Dashboard · Tableau · Microsoft Power BI · Data Cubes · pySpark · Git
Data Analyst • Bank SinoPac
Oct 2020 - Nov 2022
- Personalized recommendation system on official website.
- Using machine learning model to find the potential customers, total uplift 20% click rate and 6% conversion rate, find out the important features to help business stakeholders give the proper campaign to different customers.
- Integrate user's transaction data, online behavior data, interest tags to auto labeling MMA customers by using statistical methods and machine learning methods.
- Developing automation regular reports, maintaining SQL store procedures, Tableau dashboards and Power BI dashboards.
- Cooperated with cross-functional team (Product, Marketing, Platform, PM, IT, Sales) to provide timely and accuracy business insight analysis.
- Developing automated web crawler on MMA website to collect ETF, fund, bond information.
Skill : Microsoft SQL Server · Microsoft Power BI · Data Cubes · R · Python · Tableau · Web Crawling · machine learning · IMPALA · HIVE · Git · Docker
Data Analyst • Catchplay
Apr 2020 - Oct 2020
- Indonesia OTT customer profile analysis - Collecting, analyzing and evaluating data and campaign performance to assist the Indonesia marketing team in developing pricing solutions. This project is to drive greater TVoD usage and provide recommendations to enhance the business function.
- Indonesia competitor analysis
- Forecasting movie search volume - Assist with filtering the popular movie by using pytrends to track the movie keywords search volume, predict movies' search volume by using LSTM.
- Lover migration analysis - Analyze behavioral trends in user data to suggest opportunities of optimization and improvement to the marketing team. Our team assist with filtering potential paying audience from 400,000 users on Catchplay.
- Genre Classification – Text Similarity
- CATCHPLAY Recommendation System
Skill : Google BigQuery · R · Python · Google Analytics · Google Search Console · Web Crawling · machine learning
Machine Learning Engineer • 人工智慧製造研究中心
Apr 2018 - Jan 2020
- Demand Categorization and Forecasting in Semiconductor Components Supply Chain - Semiconductor distributor need to make specific demand forecasting by item as critical input of inventory control and ordering strategy. Accurate demand forecast needs strict supply chain information and market analysis. However, most companies in semiconductor supply chain are not equipped with demand information sharing system between upstream and downstream. In this project, thousands of product parts are classified and forecast by competent staff based on their domain knowledge and working experience. To fill in this gap, we aims to propose a demand categorization and forecasting approach to support flexible decisions in supply chain management.
- Optimizing Manufacturing Parameters of Wire Bonding Process in IC Packaging Industry - In the wire bonding process, different setting value of manufacturing parameters affect the quality of the solder joints and the speed of wire bonding significantly. And when a new product is introduced, it is difficult to quickly obtain effective parameters simply by relying on the experience of the engineers. The project aims to help the IC packaging factories to increase production capacity by reducing the number of downtimes and speeding up the wire bonding time. The empirical result shows that the proposed approach has shown practical viability for increasing the packaging yield by 0.03%.
- Probe Card Electrical Quality Enhancement in Advanced Semiconductor Test Industry - In order to ensure the electrical quality of the probe card transmission path, in this project, we develops an automated inspection system which is able to reduce the error and time consuming from manual operation. Measurement System Analysis (MSA) ensures the electrical measurement quality of the equipment and meanwhile, collects and transfers those measurement results to be a big database from comprehensive electrical detection for key materials.
- Development- Change Point Analysis
Skill : Python · R · Shiny · HTML · CSS · Javascript · machine learning
Data Analyst • CADMEN
July 2016 - Jan 2018
- Assist customers to collect data, build analytics model, data visualization and establish customized online dashboard.
- Regularly conduct seminar,technical conferences and employee orientation.
- Assist SAS consultant to do POC.
- ITRI , Electronic and Optoelectronic System Research Lab - SAS consultant.
- SPC and Root Cause Analysis System - The cooperative company is the top 20 electronic components supplier in Taiwan. The company’s main products are CPU heat sinks, fans and blowers, cooling. This project cooperates with QC department and System Thermal BU to help them collect and integrate multi-data table(production data, maintenance report , production order),develop ETL pipeline and customized online dashboard.
Skill : Python · R · Shiny · HTML · CSS · Javascript · SAS · JMP · machine learning
Education
Sep 2012 - Jun 2016
Fu Jen Catholic University
Department of Statistics and Information Science
Skills
Programming
Python
R
Spark
R shiny
SAS
HTML
CSS
Javascript
Database
My SQL
MS SQL Server
SQLite
IMPALA
HIVE
Azure Kusto (KQL)
Data Analytics Tools
Tableau
Power BI
Data Studio
Databricks
Azure dashboard
SPSS
Google Analytics
Google Search Console