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4-6 tahun
6-10 tahun
10-15 tahun
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系統開發經理 @優利士實業2013 ~ Sekarang
・
前端工程師、後端工程師、全端工程師
Dalam satu bulan
//videos// 技能 前端:javascrirpt'、css、scss、html 前端框架: jquery、vue3、Bootstrap、nuxt、flutter、 phoengap、electron 後端框架:laravel、express、firebase、 Serverless、docker、docker-compose 伺服器:linux(ubunut、centos、reheater、 RedHat )、macos、winserver 後端雲端:aws、gcp、或直接伺服器架設 各類應用架構: Serverless、node、aws(ec2、ecs、Route 53、CloudFront)、gcp(Compute Engine、 Cloud Run、Cloud Function、google map SDK、各類API使用)、mqtt、socket 資料庫應用: mysql、 DynamoDB 、 ElastiCache 、RDS、 Redis
Sudah bekerja
・
Siap untuk wawancara
Paruh waktu / Tertarik bekerja jarak jauh
10-15 tahun
私立僑泰高級中學
・
微電修護科
Data Engineer @Tesla2023 ~ 2023
・
Data engineer / Data anyayst
Dalam dua bulan
sensitive data, and real-time operational reporting systems using Kafka and MongoDB, enabling stakeholders to access up-to-date information for performance monitoring and reporting 一月五月 2023 Data engineer • Vpon Designed and developed ETL pipelines • Implemented and maintained ETL Pipelines which integrated with Jenkins on cloud services (GCP and AWS), provided by analysts with reliable data, and saved 50% effort (Groovy, Dataproc, Spark, BigQuery, EMR, Hive, Jenkins) • Designed ETL pipeline framework and implemented it to cloud service and held user training sessions for engineers and analysts. This project was reduced by 40% maintenance efforts and increased
Sudah bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
University of Texas at Dallas
・
Information Technology and Management
軟體開發工程師 @中國信託商業銀行2019 ~ Sekarang
・
JAVA後端工程師
Dalam satu bulan
同仁在系統流暢、操作上感到滿意。 開放思維：除了與 天奕資訊串接API在精誠資訊展覽實現「市內定位系統」功能，也協助導入 GCP Vision Api，以利名片建檔自動化流程，使原舊系統導入更多新穎功能。 也在這之間，解決多項技術難題： 提高系統順暢度：調整DB
Sudah bekerja
・
Terbuka untuk peluang
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
靜宜大學
・
資訊工程學系
安全組組長 @INTECHWORLD INC.(菲律賓總公司）（電腦系統整合服務業）2022 ~ Sekarang
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滲透測試、資訊安全
Dalam satu bulan
Sudah bekerja
・
Terbuka untuk peluang
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
資策會
・
雲端網路系統工程師Sudah bekerja
・
Terbuka untuk peluang
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
私立銘傳大學
・
財金
Software Engineer / Backend Engineer
Dalam tiga bulan
機構進行全時的 AI 系統監控輔助。 2021//12（任職：11個月） 負責：設計整體架構、伺服器端開發與維運 技能/工具 ：FastAPI, NATS, Celery, Redis, PostgreSQL, GCP, Kubernete, Helm, Jenkins, Grafana, mosquitto, TimescaleDB 經手專案： 光學式非接生理量測照護系統 專案簡介：光學式非接觸生理監護設備，達到遠距離非接觸不干
Tidak bekerja
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
中原大學 Chung Yuan Christian University
・
資訊工程學系Sudah bekerja
Full-time / Tertarik bekerja jarak jauh
10-15 tahun
朝陽科技大學
・
資訊管理
Self-Taught, @Good Ideas Studio2020 ~ 2020
・
Software Engineer / Backend Engineer
Dalam enam bulan
了嗎?Sharing the value of my personal side project `BrightnessKing` + Live(00:38:09~00:54:58): https://www.facebook.com/GoodideasStudio/videos// Projects: 好想留言板 Collaborative side project, Back-end developer & Project manager Django(Python) + GCP Compute Engine + MySQL + 2 web apps: `account system` and `board system` + over 60 unit tests: about 60% coverage + integrate with CircleCI for CI/CD + 3 project documents: Requirements , Scrum user story , API document using Apiary + using Notion for project management * project documents
Sudah bekerja
・
Tidak terbuka untuk peluang
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
National Chung Cheng University
・
Communication Engineering
Sr. Backend Engineer @PayPay Corporation2023 ~ Sekarang
・
Backend Engineer, Data Engineer
Dalam satu tahun
Chih Hsiang Hsu (許智翔) Sr. Backend Engineer Taipei City, Taiwan As a Backend Engineer with some DevOps and SRE knowledge. Has Strong enthusiasm in programming and computer. Fast learner and good at communicating with partner. Desire to be a great System Architect. Programing Intermediate: Python, Golang, Kotlin, Shell Novice: C, R Tool Database: Dynamodb, MySQL, SQLServer, Postgresql, Mongodb, Redis, Cassandra, Elasticsearch Cloud Platform: GCP, AWS, Azure Container: Docker, Kubernetes Others: Terraform, Ansible, Puppet, Prometheus, Helm, Jenkins Work Experiences Sr. Backend Engineer PayPay • Location Japan Tokyo • Feb,Now Tools: Kotlin, Java, Kubernetes, ArgoCD
Sudah bekerja
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
輔仁大學
・
統計資訊學系
軟體工程經理 @微碧愛普科技2022 ~ Sekarang
・
Ruby on Rails 後端工程師
Dalam enam bulan
Pay, 藍新金流, 街口支付、全支付、全盈+Pay 等)。 串接 加值中心 上傳 電子 發票 資料。 開發 購物車 、 訂單 、 結帳模組 能部署專案至 AWS EC2、GCP Compute Engine、Heroku 等雲端虛擬機器。 能將 專案容器化(Docker) 並部署至雲端。 使用 Bitbucket pipeline 完成 CI/CD 經驗。 使用 Drone 完成 自動化部署 經驗。 使用
Sudah bekerja
Full-time / Hanya bekerja jarak jauh
4-6 tahun
國立臺灣師範大學
・
物理Paket Perekrutan Paling Mudah dan Efektif, Pilihan Ratusan Perusahaan
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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.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
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Latar Belakang Profesional
Status sekarang
Sudah bekerja
Tahap pencarian kerja
Profesi
Data Scientist
Bidang Pekerjaan
Pengalaman Kerja
2-4 tahun pengalaman kerja (1-2 tahun relevan)
Management
Keterampilan
Bahasa
Preferensi Pencarian Pekerjaan
Jabatan
Data analyst
Tipe Pekerjaan
Full-time
Lokasi
Bekerja jarak jauh
Tertarik bekerja jarak jauh
Freelance
Pendidikan
Institusi Pendidikan
淡江大學
Jurusan
企業管理學系
Stephen Yang
Data Geek. Two-year experience with data science/engineering.
Work Experience
Retail Business Services LLC(Ahold Delhaize), Data Engineering Co-op Jun 2023 ~ Now
- Improving search engines performance through MDM.
Validation on the pipelines to ensure data completeness in the downstream tasks. - Monitoring the changes on recommended items from cross-sell model. Building framework of data drifting detection, starting from data retrieval, modeling to statistical/hypothetical testing applied on inference data.
- Development of Intake process form app to Integrate ticketing requests from different teams.
Skillset : Databricks/Azure Data Factory/Power Automate/Power BI/ETL pipeline/Spark
Taipei Fubon Bank, Data Scientist(FinTech) Jan 2021 ~ Sep 2022
AI Early Warning Mechanism
- In collaboration with Taipei City Police Department and Criminal Investigation Bureau, aimed at combating surging fraud activities during the pandemic which involved multiple channels(ATM, Online, and Mobile banking).
- Development of ML model to detect potential AML activities and to further succeed in fraud prevention.
- Replaced rule-based triggering with ML-based application in criminal investigation; eliminated tens of thousands of false alarms in a single month, optimized precision up to 80%, and significantly cut operational costs.
- Promoted ‘intelligent anti-fraud ecosystem’ with Taipei City Government and was reported in Fubon Financial news: link
ETL Pipeline & Banking Business Analysis
- Built analytics platform managing client, finance data collected from upstreams and third parties sources(EC, Telecom) Built end-to-end pipelines for reporting.
Skillset : PySpark/Hadoop/Scikit-Learn/Flask API/Beautiful Soup/ODS/Hive/OBIEE/Tableau/GCP(GCS, Dataflow, VMs, Vertex AI)
Apple Daily, Data Analyst Apr 2020 ~ Aug 2020
- Digital tacking with GTM as sources for building ETL pipeline on GCP.
- BI reporting for assessing KPIs of news articles.
- Subscription analysis, churning prediction, and text mining
- Skillset : BigQuery/Data Studio/GA360/Google Analytics/GTM/NLTK/Scikit-Learn/LDA
Education
Boston University, Master of Science in Software Development(MSSD) 2023 ~ Present
Master program for developing essential skillset as software developer. Algorithm, Programming Language and System.
Arizona State University, AI and Machine Learning MasterTrack™ Feb 2021 ~ Dec 2021
Online Graduate Certificate Courses: Statistics, Machine Learning, Artificial Intelligence
Institute for Information Industry, Big Data Bootcamp Sep 2019 ~ Feb 2020
Training in big data and development skills and building end-to-end data projects with Python, MySQL and Hadoop.
Tamkang University, Bachelor of Business Administration(BBA) Sep 2013 ~ Jun 2017
Project & Competition
T-Brain Machine Learning Competition 2022 - Anti Money Laundering
Leveraging XGBoost(GBDT) combined with my ML fraud detection experience to succeed in this competition.
Hosted by : E.SUN Bank & TrendMicro (Rank : No.6)
GoDaddy - Microbusiness Density Forecasting Competition
The project is to demonstrate better performance on time series prediction with Optuna framework.
BIRDS 475 SPECIES - IMAGE CLASSIFICATION
Serving Image model as Streamlit web app on GKE. It allows the user to enter the image url link and display output.
Skillset: Streamlit, GKE, CloudBuild, Python, Git, Docker
Spotify ETL Pipeline
Building ETL for Spotify API and automate the workflows through Airflow. Analytics tasks executed with DBT on SnowFlake.
Skillset: Airflow, DBT, Snowflake, Python, Git, Astronomer, Docker
Skills
Machine Language：Python, PySpark, Tensorflow, PyTorch, SQL
Dashboard：Power BI, Tableau
Cloud Service : GCP, Azure, Cloudera
Development Tool: Docker, Jenkins, Git, Airflow, DBT
Certificate
Project Management Professional(PMP)
AI and Machine Learning MasterTrack® Certificate(ASU)
Google Cloud Certified - Professional Data Engineer
Stephen Yang
Data Geek. Two-year experience with data science/engineering.
Work Experience
Retail Business Services LLC(Ahold Delhaize), Data Engineering Co-op Jun 2023 ~ Now
- Improving search engines performance through MDM.
Validation on the pipelines to ensure data completeness in the downstream tasks. - Monitoring the changes on recommended items from cross-sell model. Building framework of data drifting detection, starting from data retrieval, modeling to statistical/hypothetical testing applied on inference data.
- Development of Intake process form app to Integrate ticketing requests from different teams.
Skillset : Databricks/Azure Data Factory/Power Automate/Power BI/ETL pipeline/Spark
Taipei Fubon Bank, Data Scientist(FinTech) Jan 2021 ~ Sep 2022
AI Early Warning Mechanism
- In collaboration with Taipei City Police Department and Criminal Investigation Bureau, aimed at combating surging fraud activities during the pandemic which involved multiple channels(ATM, Online, and Mobile banking).
- Development of ML model to detect potential AML activities and to further succeed in fraud prevention.
- Replaced rule-based triggering with ML-based application in criminal investigation; eliminated tens of thousands of false alarms in a single month, optimized precision up to 80%, and significantly cut operational costs.
- Promoted ‘intelligent anti-fraud ecosystem’ with Taipei City Government and was reported in Fubon Financial news: link
ETL Pipeline & Banking Business Analysis
- Built analytics platform managing client, finance data collected from upstreams and third parties sources(EC, Telecom) Built end-to-end pipelines for reporting.
Skillset : PySpark/Hadoop/Scikit-Learn/Flask API/Beautiful Soup/ODS/Hive/OBIEE/Tableau/GCP(GCS, Dataflow, VMs, Vertex AI)
Apple Daily, Data Analyst Apr 2020 ~ Aug 2020
- Digital tacking with GTM as sources for building ETL pipeline on GCP.
- BI reporting for assessing KPIs of news articles.
- Subscription analysis, churning prediction, and text mining
- Skillset : BigQuery/Data Studio/GA360/Google Analytics/GTM/NLTK/Scikit-Learn/LDA
Education
Boston University, Master of Science in Software Development(MSSD) 2023 ~ Present
Master program for developing essential skillset as software developer. Algorithm, Programming Language and System.
Arizona State University, AI and Machine Learning MasterTrack™ Feb 2021 ~ Dec 2021
Online Graduate Certificate Courses: Statistics, Machine Learning, Artificial Intelligence
Institute for Information Industry, Big Data Bootcamp Sep 2019 ~ Feb 2020
Training in big data and development skills and building end-to-end data projects with Python, MySQL and Hadoop.
Tamkang University, Bachelor of Business Administration(BBA) Sep 2013 ~ Jun 2017
Project & Competition
T-Brain Machine Learning Competition 2022 - Anti Money Laundering
Leveraging XGBoost(GBDT) combined with my ML fraud detection experience to succeed in this competition.
Hosted by : E.SUN Bank & TrendMicro (Rank : No.6)
GoDaddy - Microbusiness Density Forecasting Competition
The project is to demonstrate better performance on time series prediction with Optuna framework.
BIRDS 475 SPECIES - IMAGE CLASSIFICATION
Serving Image model as Streamlit web app on GKE. It allows the user to enter the image url link and display output.
Skillset: Streamlit, GKE, CloudBuild, Python, Git, Docker
Spotify ETL Pipeline
Building ETL for Spotify API and automate the workflows through Airflow. Analytics tasks executed with DBT on SnowFlake.
Skillset: Airflow, DBT, Snowflake, Python, Git, Astronomer, Docker
Skills
Machine Language：Python, PySpark, Tensorflow, PyTorch, SQL
Dashboard：Power BI, Tableau
Cloud Service : GCP, Azure, Cloudera
Development Tool: Docker, Jenkins, Git, Airflow, DBT
Certificate
Project Management Professional(PMP)
AI and Machine Learning MasterTrack® Certificate(ASU)
Google Cloud Certified - Professional Data Engineer