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4-6 years
6-10 years
10-15 years
More than 15 years
Data Engineer @Groundhog Technologies Inc.2021 ~ 2024
・
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
and collaborate with a dynamic team. New Taipei City, Taiwan Work Experience Data Engineer • Groundhog Technologies Inc. JulyPresent - Built and maintained data piplines (through which several hundred millions rows of data flow through daily) using Scala Spark/ Hadoop - Managed cron jobs and performed regular data recovery using Apache Airflow - Performed regular Extract, transform, load (ETL) operations through Hive and HDFS command line interfaces - Utilized streaming technologies such as Kafka to store data into various pools and lakes alike Graduate Hourly employee • University of Illinois at Urbana-Champaign SeptemberDecember 2020 Designed and developed student assessments/assignments for
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
Past
Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技2022 ~ 2023
・
資料科學家、資料科學工程師、機器學習工程師
Within one month
import traditional CSV files. Utilized Databricks for large-scale data processing, leveraging its Spark capabilities to efficiently transform and aggregate incoming data streams. With the combined power of Databricks and AWS Lambda, ensured unparalleled data consistency, quality, and preparedness for sophisticated analytics and reporting. Utilized Databricks and Airflow to run extensive data profiling tasks, analyzing data patterns and identifying potential quality issues before they reached the Databricks Delta Lake. Established robust guardrails using the combined might of AWS Lambda, Apache Airflow and Databricks, ensuring that data stored in the DataBricks Delta Lake consistently met the highest
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
台灣大學
・
大氣科學所
Lead Fullstack Engineer @Proto Research Inc2022 ~ Present
・
Front-End / Back-End / Full Stack Web Developer
Within one month
Employed
・
Open to opportunities
Full-time / Remote Only
6-10 years
National Taiwan University
・
Mechanical EngineeringPrincipal Engineer @Coretronic Corporation, 中強光電2020 ~ 2022
・
Machine Learning Engineer
Within one month
Employed
Full-time / Interested in working remotely
6-10 years
國立台灣大學
・
經濟學
Team Lead/Senior Software Engineer @MEXC2022 ~ Present
・
Software Engineer
Within one month
stable api under high qps with load testing / concurrent testing. Software engineer • Gogoro/Goshare • 2019/11~2022/01 ．Implement Tarjan's strongly connected component algorithm and topological sort algorithm in the task management system. ．Develop a customized synchronizer system by combining core concepts from Apache Airflow and Apache Kafka Connecter . ．Experience in performance test , load test and stress test and unit test. ．Experience in solving java native memory leak in JIT c2 level 4 compiler issue. Software Engineer • Lang Live • 2019/03 ~ 2019/10 ．Deal with 10 million+
Employed
Full-time / Interested in working remotely
4-6 years
Data Scientist/ Engineer @Intomarkets2022 ~ Present
・
Data Scientist
More than one year
Full-time / Interested in working remotely
6-10 years
University of Paderborn
・
Master of Science in Computer
Offline
Offline
全端工程師 @崴浤科技2015 ~ Present
・
資料工程師
Within two months
料抓取與邏輯計算，最後將資料以網頁呈現至前端‧ 這整套系統自建於Linode的雲端主機，使用UbuntuLTS系統環境，安裝包括nginx, mysql, phpmyadmin, python, apache airflow ‧ Apache airflow 曾經的踩雷: 1. 每次跑task時都會讓Scheduler與Mysql Crash，查 Mysql log之後發現好像是主機記憶體 不足 的問題，把linode的主機從RAM
Employed
Full-time / Interested in working remotely
6-10 years
國立台中科技大學
・
資訊管理
Principle Engineer @HTC2023 ~ Present
・
Software Engineer / Backend Engineer
Within one month
. # Air quality real-time monitoring mapUtilized the ASP.NET MVC framework for building a low-cost PM2.5 sensing platform for the Environment Protection Administration Executive Yuan R.O.C. 2. Integrated Google Maps API to display GIS base data, and leveraged Apache EChart to present historical data. 3. Developed a Messenger Bot to provide convenient data querying services. EducationAppWorks School Blockchain Program國立暨南國際大學(National Chi Nan University) 資訊管理學系國立暨南國際大學
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
AppWorks School
・
Blockchain Program
Principal Engineer, Data Engineering @KKCompany2023 ~ Present
・
Backend Engineer, Data Engineer, MLOps Engineer
Within one month
operation, moderating model training results, and designing SLIs/SLOs for EKS Clusters. More responsibilities/details as below. Optimize music (UMG) pipeline with queries and memories for Elasticsearch and PostgreSQL, the pipeline saving 90% execution time from 10+ hours to 40 mins. Migrate service from apache spark, AWS Data Lake Formation to AWS MWAA, EKS airflow environment. Design, and deliver distributed system for Ray Serve with AI team. Design, and implement a modern machine learning pipeline for a recommendation, and moderation pipe. Design SLA and implement alert log reporting system (history logs
Employed
・
Open to opportunities
Full-time / Interested in working remotely
10-15 years
National Taiwan University
・
EMBA Programs, Business Administration, Accounting, Finance and International Business.
BI/DATA Engineer
Within one month
Chih-Wei Chang Data Engineer | BI | Web3 • [email protected] •Aiming to forge a progressive career in business intelligence, employing my analytical and technical prowess in data engineering to effectively further business objectives. Having BI/DATA Engineer experience with different industry; substantial experience designing and executing solutions for business problems involving large scale data warehousing Design and implement data warehouse solutions for different stage of project Familiar with design, implement and maintain ETL process Abilities Programming Python SQL Dataflow Cloud Pubsub ETL MSBI Hive Airflow Tableau Docker Trinity DW Platforms AWS GCP People/Personal Project
Full-time / Interested in working remotely
6-10 years
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Definition of Reputation Credits
Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
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.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Professional Background
Current status
Employed
Job Search Progress
Professions
Web Designer, Data Engineer, Python Developer
Fields of Employment
Internet, Big Data, Information Services
Work experience
10-15 years work experience (6-10 years relevant)
Management
I've had experience in managing 1-5 people
Skills
Languages
English
・
Intermediate
Chinese
・
Native or Bilingual
Job search preferences
Positions
資料工程師
Job types
Full-time
Locations
台灣台中市
Remote
Interested in working remotely
Freelance
No
Educations
School
國立台中科技大學
Major
資訊管理
工作經歷
全端工程師 崴浤科技 • 2015.11 ~ Now - 經歷6年
- 股市大數據平台 Side Project ( https://www.getmoney.tw/ )
< python、mysql、apache airflow、linux、ubuntu、nginx、 php、 laravel、 html5、 css3、 javascript >
使用 Apache airflow 建置多條Data pipeline，主要用於股市數據的自動化 擷取,清洗,置入(ETL)，包括: 集保戶股權分散、盤後資訊、 三大法人買賣超、 概念股... 等等資訊， 每日蒐集這些資料儲存於Mysql內，目前已累積500萬筆以上的資料。
將蒐集來的資訊進行分析之後以網頁的方式呈現，使用laravel framework(php)進行mysql的資料抓取與邏輯計算，最後將資料以網頁呈現至前端‧
這整套系統自建於Linode的雲端主機，使用Ubuntu 18.04 LTS系統環境，安裝包括nginx, mysql, phpmyadmin, python, apache airflow‧
Apache airflow 曾經的踩雷:
1. 每次跑task時都會讓Scheduler與Mysql Crash，查Mysql log之後發現好像是主機記憶體不足的問題，把linode的主機從RAM 1G升級為4G之後解決。
2. 主機的cpu常常會飆到100%，經過研究之後，需要把airflow的設定參數進行調整，應該是預設的時間秒數太短，主機會太頻繁去解析排程的檔案，參考 https://github.com/apache/airflow/issues/13637#issuecomment-892768703 - 核心網站系統開發與維護
< php、laravel、mysql、html5、css3、javascript、jquery、linux、ubuntu、nginx >
主力的產品，上千個B2B網站維護，負責包括 「後端程式、資料庫、前端技術」。 - 核心網站系統 - 公版系統
< php、laravel、mysql、html5、css3、javascript、jquery、linux、ubuntu、nginx >
除了客製版的網站，亦開發了可以快速成型的公版系統，版型多種可選，僅需透過簡單的操作，不需要另外撰寫程式，即可快速產生網站，提供10%績效。 - 階層級的會員分潤管理系統 (專案系統開發 )
< javascript、vue.js、npm、html5、css3、firebase firestore、firebase hosting、firebase authentication >
多層級的會員系統，每一個會員都可以建立下線會員，後台可以設定每一層級的會員分潤趴數，當某一會員獲得收益時，系統會自動把分潤獎金分給該會員的上線。管理者可以透過後台設定每一位會員的收益金額與進行報表管理。
Vue.js的框架進行設計，後臺管理者認證使用firebase的authentication，資料庫使用firebase的firesotre（NoSql型的資料庫），並把整個專案部署於firebase的hosting，使用Firebase的服務打造出Serverless(無伺服器)的雲端服務系統。 - 需求分析與溝通
< 與跨部門 或 客戶的溝通和協調、 需求分析 、可行性研究、 需求文件撰寫 >
多種產業的客戶端需求進行分析與溝通，執行可行性研究 與 跨部門的溝通與協調，提供客戶端較佳的解決方案。
至今已累積超過500個以上的需求分析與溝通經驗，每日平均需求分析與溝通的客戶端數2間以上。 - 後端程式組 組長
< 凝聚向心力、 使組員發揮最大價值、 知識分享、 問題協調溝通 >
管理約5人的後端程式小組，執行案件的製作規劃 與 案件時程的控管，固定於會議上讓組員分享工作上的成就 與 解決組員遇到的問題，使整個小組的工作可以順暢進行。 - 內部工作流程優化
(javascript、 app script)
使用Google的 app script 撰寫用 Google Workspace 各項產品的使用整合。
使用場景:
指派工作的時候使用Google form填寫指派工作，指派之後程式會自動於 Google chat 產生一個聊天交談(後續的工作討論會在這個交談)， 並發送電子郵件給相關的執行人員， 也會有一個試算表紀錄工作。
試算表每一筆資料會有一個欄位紀錄工作的狀態，當工作狀態變更時會自動通知指派工作的人員 ( app script triggers )。 - EIP資料數據化
(mysql、 Google data studio)
使用 Google data studio 連結EIP的Mysql，將個人的工作與公司業績狀態用圖表的方式呈現(資料視覺化)，方便簡報使用與管理者瀏覽。
技能
- PYTHON
- MYSQL
- APACHE AIRFLOW
- WEB CRAWLER
- PHP
- LARAVEL (PHP FRAMEWORK)
- HTML5, CSS3
- JAVASCRIPT, JQUERY, VUE.JS
- LINUX
- UBUNTU
- NGINX
- FIREBASE (firestore, hosting, functions, FCM)
- GCP (cloud scheduler, cloud function, cloud storage)
語言
- 中文
- English
工作經歷
全端工程師 崴浤科技 • 2015.11 ~ Now - 經歷6年
- 股市大數據平台 Side Project ( https://www.getmoney.tw/ )
< python、mysql、apache airflow、linux、ubuntu、nginx、 php、 laravel、 html5、 css3、 javascript >
使用 Apache airflow 建置多條Data pipeline，主要用於股市數據的自動化 擷取,清洗,置入(ETL)，包括: 集保戶股權分散、盤後資訊、 三大法人買賣超、 概念股... 等等資訊， 每日蒐集這些資料儲存於Mysql內，目前已累積500萬筆以上的資料。
將蒐集來的資訊進行分析之後以網頁的方式呈現，使用laravel framework(php)進行mysql的資料抓取與邏輯計算，最後將資料以網頁呈現至前端‧
這整套系統自建於Linode的雲端主機，使用Ubuntu 18.04 LTS系統環境，安裝包括nginx, mysql, phpmyadmin, python, apache airflow‧
Apache airflow 曾經的踩雷:
1. 每次跑task時都會讓Scheduler與Mysql Crash，查Mysql log之後發現好像是主機記憶體不足的問題，把linode的主機從RAM 1G升級為4G之後解決。
2. 主機的cpu常常會飆到100%，經過研究之後，需要把airflow的設定參數進行調整，應該是預設的時間秒數太短，主機會太頻繁去解析排程的檔案，參考 https://github.com/apache/airflow/issues/13637#issuecomment-892768703 - 核心網站系統開發與維護
< php、laravel、mysql、html5、css3、javascript、jquery、linux、ubuntu、nginx >
主力的產品，上千個B2B網站維護，負責包括 「後端程式、資料庫、前端技術」。 - 核心網站系統 - 公版系統
< php、laravel、mysql、html5、css3、javascript、jquery、linux、ubuntu、nginx >
除了客製版的網站，亦開發了可以快速成型的公版系統，版型多種可選，僅需透過簡單的操作，不需要另外撰寫程式，即可快速產生網站，提供10%績效。 - 階層級的會員分潤管理系統 (專案系統開發 )
< javascript、vue.js、npm、html5、css3、firebase firestore、firebase hosting、firebase authentication >
多層級的會員系統，每一個會員都可以建立下線會員，後台可以設定每一層級的會員分潤趴數，當某一會員獲得收益時，系統會自動把分潤獎金分給該會員的上線。管理者可以透過後台設定每一位會員的收益金額與進行報表管理。
Vue.js的框架進行設計，後臺管理者認證使用firebase的authentication，資料庫使用firebase的firesotre（NoSql型的資料庫），並把整個專案部署於firebase的hosting，使用Firebase的服務打造出Serverless(無伺服器)的雲端服務系統。 - 需求分析與溝通
< 與跨部門 或 客戶的溝通和協調、 需求分析 、可行性研究、 需求文件撰寫 >
多種產業的客戶端需求進行分析與溝通，執行可行性研究 與 跨部門的溝通與協調，提供客戶端較佳的解決方案。
至今已累積超過500個以上的需求分析與溝通經驗，每日平均需求分析與溝通的客戶端數2間以上。 - 後端程式組 組長
< 凝聚向心力、 使組員發揮最大價值、 知識分享、 問題協調溝通 >
管理約5人的後端程式小組，執行案件的製作規劃 與 案件時程的控管，固定於會議上讓組員分享工作上的成就 與 解決組員遇到的問題，使整個小組的工作可以順暢進行。 - 內部工作流程優化
(javascript、 app script)
使用Google的 app script 撰寫用 Google Workspace 各項產品的使用整合。
使用場景:
指派工作的時候使用Google form填寫指派工作，指派之後程式會自動於 Google chat 產生一個聊天交談(後續的工作討論會在這個交談)， 並發送電子郵件給相關的執行人員， 也會有一個試算表紀錄工作。
試算表每一筆資料會有一個欄位紀錄工作的狀態，當工作狀態變更時會自動通知指派工作的人員 ( app script triggers )。 - EIP資料數據化
(mysql、 Google data studio)
使用 Google data studio 連結EIP的Mysql，將個人的工作與公司業績狀態用圖表的方式呈現(資料視覺化)，方便簡報使用與管理者瀏覽。
技能
- PYTHON
- MYSQL
- APACHE AIRFLOW
- WEB CRAWLER
- PHP
- LARAVEL (PHP FRAMEWORK)
- HTML5, CSS3
- JAVASCRIPT, JQUERY, VUE.JS
- LINUX
- UBUNTU
- NGINX
- FIREBASE (firestore, hosting, functions, FCM)
- GCP (cloud scheduler, cloud function, cloud storage)
語言
- 中文
- English