CakeResume Talent Search

Advanced filters
On
4-6 years
6-10 years
10-15 years
More than 15 years
Avatar of Zheng Tzer Lee (李政澤).
Avatar of Zheng Tzer Lee (李政澤).
Consultant @Startup
2023 ~ 2024
Pre-sales/PM/Business Consultant/Business Analyst/System Analyst
Within one month
Zheng Tzer Lee (李政澤) 馬來西亞人 | 居住在台灣| [email protected] https://www.linkedin.com/in/zhengtzer • Experiences : Pharmaceutical, Ecom, Retail • Projects : Commercial IT system, business intelligence data analytics • Know-how : Discover user pain point and pre-sales design; Client pitching; Cross domain know-how from business, dev, data, cloud infra; Bridge and align cross-function cross-region teams towards goals Work Experience Consultant • Startup OctoberFebruary 2024 | Taipei, Taiwan • 統整資源促進新創發展於私立教育
Python
Tableau Prep/Tableau Desktop
ETL
Employed
Ready to interview
Full-time / Not interested in working remotely
4-6 years
Fu Jen Catholic University
Brand and Fashion Management
Avatar of 邱義塵.
Avatar of 邱義塵.
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
Within one month
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
Python
Data Analysis
Data Science
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
中國醫藥大學(China Medical University)
臨床醫學研究所
Avatar of the user.
Avatar of the user.
Data Scientist @Delta Electronics, Inc. (台達電子工業 股份有限公司)
2023 ~ Present
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Data Engineering
Apache Spark
Data Science
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立交通大學(National Chiao Tung University, NCTU)
Computer/Information Technology Administration
Avatar of 陳婉玲.
Avatar of 陳婉玲.
Analyst @Business Next Media Corp.
2017 ~ 2019
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
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
Python
SQL/MySQL
Databases
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
Psychology
Avatar of 邱政亞.
Avatar of 邱政亞.
全端工程師 @崴浤科技
2015 ~ Present
資料工程師
Within three months
程師 崴浤科技 •~ Now - 經歷6年 股市大數據平台 Side Project ( https://www.getmoney.tw/ ) < python 、 mysql 、a pache 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
Python
MySQL
Airflow
Employed
Full-time / Interested in working remotely
6-10 years
國立台中科技大學
資訊管理
Avatar of 陳柄宏.
Avatar of 陳柄宏.
Staff Cloud Architect Enginner @域動行銷股份有限公司
2023 ~ Present
雲端工程師,雲端架構師,數據架構師
Within one month
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
git
hadoop ecosystem
MongoDB
Employed
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
輔仁大學
圖書資訊
Avatar of the user.
Avatar of the user.
Past
Penugasan Khusus Setingkat Officer Tk. V (C) @PT Asuransi Jiwasraya (Persero)
2021 ~ 2022
Officer
Within one year
SQL/MySQL
Python
Spreadsheets
Unemployed
Full-time / Interested in working remotely
6-10 years
RevoU
Full Stack Data Analytics
Avatar of Vic Chen.
Avatar of Vic Chen.
Past
Senior Software Engineer @KKday
2022 ~ 2023
Software Engineer
Within one month
Vic Chen Software Engineer of use Java to develop web. I am use Java as my main coding language sinceAnd I also love to learn new skill. Software Engineer Taipei, Taiwan E-mail: [email protected] Phone:Work Experience Verizon Media (Yahoo!), Software Engineer, Mar 2019 ~ Mar 2022 Working in Global e-commerce team. Maintain original service. (Java) Experience AWS service. (ECS / EC2 / S3 / SES...) Experience CICD pipeline use Screwdriver. Develop the Affiliate program. To collect data from external partners and feed into our server
JAVA
Git
Maven
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Kaohsiung University of Applied Sciences
Compute Science
Avatar of the user.
Avatar of the user.
Senior Golang developer @A5labs
2021 ~ Present
後端工程師
Within one month
MongoDB
Redis
MySQL
Employed
Open to opportunities
Full-time / Remote Only
6-10 years
國立東華大學
資訊工程學系
Avatar of Andrea Chuang.
Avatar of Andrea Chuang.
Director, Lab of next-generation sequencing @Stork Fertility Center
2018 ~ Present
RD
Within three months
Fertility Center • JunPresent Laboratory management: budget plan, personnel training, QC/QA, complaint handling Major service: preimplantation genetic testing, expanded carrier screening Honor: Mission accomplishment awardCorporate Annual Group Award) Head of Medical Research Stork Fertility Center • JunPresent Clinical trials: project plan, statistical skills (STATA, SPSS), IRB approval, academic hospitals collaboration Data warehouse: data cleaning, outcome visualization, regression models, SCI publications (~1 per year) Honor: Precision Medicine AwardCorporate Annual Individual Award) Senior Medical Technologist of NGS Lab Stork Fertility Center • OctJun 2018 NGS execution: testing conduction, pipeline tunning, annotation, issuing reports Consultation: reproductive genetics Honor: Oral presentationEuropean Society of Human Reproduction
Employed
Open to opportunities
Full-time / Not interested in working remotely
10-15 years
National Taiwan University
canditate, Graduate institute of Clinical medicine

The Most Lightweight and Effective Recruiting Plan

Search resumes and take the initiative to contact job applicants for higher recruiting efficiency. The Choice of Hundreds of Companies.

  • Browse all search results
  • Unlimited access to start new conversations
  • Resumes accessible for only paid companies
  • View users’ email address & phone numbers
Search Tips
1
Search a precise keyword combination
senior backend php
If the number of the search result is not enough, you can remove the less important keywords
2
Use quotes to search for an exact phrase
"business development"
3
Use the minus sign to eliminate results containing certain words
UI designer -UX
Only public resumes are available with the free plan.
Upgrade to an advanced plan to view all search results including tens of thousands of resumes exclusive on CakeResume.

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.
Within one month
Semiconductor Advanced Process Data Engineer & Scientist
MediaTek Inc.
2019 ~ Present
台灣台北市
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Engineer, Data Scientist, Big Data Engineer
Fields of Employment
Big Data
Work experience
4-6 years
Management
I've had experience in managing 1-5 people
Skills
Python
SQL
Splunk
Airflow
BigQuery
Plotly/Dash
Git
Google Cloud Platform (GCP)
Languages
Chinese
Native or Bilingual
English
Intermediate
German
Beginner
Job search preferences
Positions
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
Job types
Full-time
Locations
Taipei, 台灣
Remote
Interested in working remotely
Freelance
No
Educations
School
National Chiao Tung University
Major
Computer Science
Print

Lea Yeh / 葉美伶

現任聯發科技公司 | AI & Big Data 部門 | 半導體先進製程 | 資料科學家

業務橫跨公司成本控管及晶片開發,開發 PB-level 資料從 data integration 到 machine learning 的所有環節,能快速分析巨量資料,並從資料源頭提升 prediction model 表現。

  • Data Science, 
    • 透過 machine learning model 改善控制手機溫度控制機制,降低溫度誤差 < 1C
    • 協助晶片開發者降低 20% 功耗,提升手機效能 14K Antutu score
    • 開發 BI Dashboard 分析 EDA tool 使用狀況,降低 25% 採購成本
  • Data Engineer, 
    • 建立結構化資料和非結構化資料之 automating data pipelines
    • 設計 PB-level 資料 ETL 流程並引入阿里巴巴 data warehouse 分層設計
    • 建立資料品質 realtime 監控機制,資料缺失率 50% 降低到 <1%

  Taipei City, Taiwan         

工作經歷

Data Engineer / Scientist

MediaTek Inc.  •  2019/07 - Present

協助晶片設計提升產品效能

  • 透過 regression model 改善控制手機溫度控制機制,溫度誤差 < 1C
  • 透過 unsupervised learning 精確分貨,多救回過去誤分的 5% 高階晶片
  • 建立 PB-level data warehouse 降低 20% 功耗並提升手機效能 (14K Antutu Score)

協助晶片開發掌握新製程特性

  • 透過 Plotly/Dash 進行數據分析,協助晶片開發人員縮短開發時間 50%
  • BigQuery 透過數倉分層設計及優化 SQL 提升 70% 效能

建立雲端分析管道

  • 透過 NiFi, Airflow, Dataflow, BigQuery 設計 ETL 流程
  • 在公司數位轉型初期,引入阿里巴巴數據中台理論的數據分層設計,提升資料表重用率
  • 建立資料品質實時監控機制,資料缺失率 50% 降低到 <1%,每個月降低人力成本 7.5man-day

進行 EDA License 及 Computing Farm 成本控管

公司三大成本: EDA License, Computing Farm, 人力

  • 透過 Splunk 建立互動式 BI Dashboard,輔助 EO 採買決策,減少 25% 採購成本
  • 提升 11% 整體 EDA license 使用率,19% EDA temp license 使用率

能跨部門協調獨立作業,並帶領團隊完成專案

  • 深獲合作部門肯定,於 2021 獲得 15 個跨部門 vAward
  • 為公司節省巨額採購成本,於 2020 獲得 IT 年度獎

Software Engineer

MediaTek Inc.  •  2016/09 - 2019/07

開發 Modem Log 相關除錯及分析工具

  • 以 Vue.js 搭配 Electron 建立 World Wide Field Frial Upload Tool
  • 結合 Python 及 Jenkins 開發 ICD DMS 達到自動化以文件規範實作
  • 透過 AngularJS 開發 StackOverflow-like QA 平台

技能

Programming Skills

Python, SQL, SPL, NodeJS, HTMK, CSS, Git, CI/CD

  • 8 年以上 Python 編程經驗,嚴格遵守 PEP8 coding style 規範,追求高效優雅 pythonic 開發
  • 3 年 SQL 及 SPL 開發經驗,力求優化查詢效能
  • 2 年網頁後端開發經驗,貢獻 CDNJS 大型開源專案 (9.4K stars)

Machine Learning Skills

Sklearn, Numpy, Pandas, Scipy, seaborn, shap value, xgboost, random forest, linear regression, feature engineering, high dimension clustering (fit JD key word)

Data Engineering & Analysis Skills

Airflow, NiFi, Dataflow, BigQuery, Cloud Function, Plotly/Dash, Splunk

Cloud Platform

GCP: Cloud Function, Dataflow, Composer, BigQuery

學歷

2014 - 2016

National Chiao Tung University

Computer Science - Data Mining Lab

2011 - 2014

Tatung University

Computer Science

Resume
Profile

Lea Yeh / 葉美伶

現任聯發科技公司 | AI & Big Data 部門 | 半導體先進製程 | 資料科學家

業務橫跨公司成本控管及晶片開發,開發 PB-level 資料從 data integration 到 machine learning 的所有環節,能快速分析巨量資料,並從資料源頭提升 prediction model 表現。

  • Data Science, 
    • 透過 machine learning model 改善控制手機溫度控制機制,降低溫度誤差 < 1C
    • 協助晶片開發者降低 20% 功耗,提升手機效能 14K Antutu score
    • 開發 BI Dashboard 分析 EDA tool 使用狀況,降低 25% 採購成本
  • Data Engineer, 
    • 建立結構化資料和非結構化資料之 automating data pipelines
    • 設計 PB-level 資料 ETL 流程並引入阿里巴巴 data warehouse 分層設計
    • 建立資料品質 realtime 監控機制,資料缺失率 50% 降低到 <1%

  Taipei City, Taiwan         

工作經歷

Data Engineer / Scientist

MediaTek Inc.  •  2019/07 - Present

協助晶片設計提升產品效能

  • 透過 regression model 改善控制手機溫度控制機制,溫度誤差 < 1C
  • 透過 unsupervised learning 精確分貨,多救回過去誤分的 5% 高階晶片
  • 建立 PB-level data warehouse 降低 20% 功耗並提升手機效能 (14K Antutu Score)

協助晶片開發掌握新製程特性

  • 透過 Plotly/Dash 進行數據分析,協助晶片開發人員縮短開發時間 50%
  • BigQuery 透過數倉分層設計及優化 SQL 提升 70% 效能

建立雲端分析管道

  • 透過 NiFi, Airflow, Dataflow, BigQuery 設計 ETL 流程
  • 在公司數位轉型初期,引入阿里巴巴數據中台理論的數據分層設計,提升資料表重用率
  • 建立資料品質實時監控機制,資料缺失率 50% 降低到 <1%,每個月降低人力成本 7.5man-day

進行 EDA License 及 Computing Farm 成本控管

公司三大成本: EDA License, Computing Farm, 人力

  • 透過 Splunk 建立互動式 BI Dashboard,輔助 EO 採買決策,減少 25% 採購成本
  • 提升 11% 整體 EDA license 使用率,19% EDA temp license 使用率

能跨部門協調獨立作業,並帶領團隊完成專案

  • 深獲合作部門肯定,於 2021 獲得 15 個跨部門 vAward
  • 為公司節省巨額採購成本,於 2020 獲得 IT 年度獎

Software Engineer

MediaTek Inc.  •  2016/09 - 2019/07

開發 Modem Log 相關除錯及分析工具

  • 以 Vue.js 搭配 Electron 建立 World Wide Field Frial Upload Tool
  • 結合 Python 及 Jenkins 開發 ICD DMS 達到自動化以文件規範實作
  • 透過 AngularJS 開發 StackOverflow-like QA 平台

技能

Programming Skills

Python, SQL, SPL, NodeJS, HTMK, CSS, Git, CI/CD

  • 8 年以上 Python 編程經驗,嚴格遵守 PEP8 coding style 規範,追求高效優雅 pythonic 開發
  • 3 年 SQL 及 SPL 開發經驗,力求優化查詢效能
  • 2 年網頁後端開發經驗,貢獻 CDNJS 大型開源專案 (9.4K stars)

Machine Learning Skills

Sklearn, Numpy, Pandas, Scipy, seaborn, shap value, xgboost, random forest, linear regression, feature engineering, high dimension clustering (fit JD key word)

Data Engineering & Analysis Skills

Airflow, NiFi, Dataflow, BigQuery, Cloud Function, Plotly/Dash, Splunk

Cloud Platform

GCP: Cloud Function, Dataflow, Composer, BigQuery

學歷

2014 - 2016

National Chiao Tung University

Computer Science - Data Mining Lab

2011 - 2014

Tatung University

Computer Science