Professional Data Engineer
專業資料工程師負責收集、轉換並發布資料，讓他人能用來創造價值。此外，這類人員會根據業務和法規要求，評估並選用產品和服務。專業資料工程師擅長建立及管理穩固的資料處理系統，能設計、建構、部署、監控、維護及保護資料處理工作負載。
Professional Data Engineer 測驗旨在評估您是否具備下列能力：
- 設計資料處理系統
- 擷取及處理資料
- 儲存資料
- 準備及使用資料進行分析
- 維護及自動化資料工作負載
[[["容易理解","easyToUnderstand","thumb-up"],["確實解決了我的問題","solvedMyProblem","thumb-up"],["其他","otherUp","thumb-up"]],[["難以理解","hardToUnderstand","thumb-down"],["資訊或程式碼範例有誤","incorrectInformationOrSampleCode","thumb-down"],["缺少我需要的資訊/範例","missingTheInformationSamplesINeed","thumb-down"],["翻譯問題","translationIssue","thumb-down"],["其他","otherDown","thumb-down"]],[],[],[],null,["# Professional Data Engineer Certification\n\nGo further with Google Developer Program premium tier. Gain access to exclusive resources and opportunities to help you learn, build, and grow with Google. [Explore all benefits](https://developers.google.com/profile/u/me/plans-and-pricing?continue=https%3A%2F%2Fwww.cloudskillsboost.google%2Fsubscriptions). \n- [Back to Google Cloud Certification](/certification) \n\nProfessional Data\nEngineer\n==========================\n\nA Professional Data Engineer makes data usable and\nvaluable for others by collecting, transforming, and\npublishing data. This individual evaluates and selects\nproducts and services to meet business and regulatory\nrequirements. A Professional Data Engineer creates and\nmanages robust data processing systems. This includes\nthe ability to design, build, deploy, monitor, maintain,\nand secure data processing workloads.\n\nThe Professional Data Engineer exam assesses your\nability to: \n- Design data processing systems\n- Ingest and process the data\n- Store the data\n- Prepare and use data for analysis\n- Maintain and automate data workloads \n[Register](https://webassessor.com/googlecloud) [View FAQs](https://support.google.com/cloud-certification/#topic=9433215) \n[Register](https://webassessor.com/googlecloud) [View FAQs](https://support.google.com/cloud-certification/#topic=9433215) \n\nQuick links\n-----------\n\n- [Train for the exam](https://www.cloudskillsboost.google/paths/16)\n- [Review sample questions](https://docs.google.com/forms/d/e/1FAIpQLSfkWEzBCP0wQ09ZuFm7G2_4qtkYbfmk_0getojdnPdCYmq37Q/viewform)\n- [View exam guide](https://services.google.com/fh/files/misc/professional_data_engineer_exam_guide_english.pdf)\n- [Partner training for the exam](https://partner.cloudskillsboost.google/paths/85?utm_source=cgc&utm_medium=website&utm_campaign=evergreen&utm_content=partnertrainingpde)\n- [Join the learning community](https://www.googlecloudcommunity.com/gc/Learning-Certification-Hub/ct-p/cloud-learning-cert-forums)\n\n*** ** * ** ***\n\nAbout this certification exam\n-----------------------------\n\n**Length**: Two hours\n\n**Registration fee**: $200 (plus tax where applicable)\n\n**Languages**: English, Japanese.\n\n**Exam format:** 50-60 multiple choice and multiple select\nquestions\n\n**Exam delivery method**:\n\na. Take the\n[online-proctored exam](https://www.webassessor.com/wa.do?page=certInfo&branding=GOOGLECLOUD&tabs=13)\nfrom a remote location.\n\nb. Take the onsite-proctored exam at a\n[testing center](https://www.kryteriononline.com/Locate-Test-Center) \n**Prerequisites**: None\n\n**Recommended experience**: 3+ years of industry\nexperience including 1+ years designing and managing solutions\nusing Google Cloud.\n\n**Certification renewal:** Candidates may renew their certification\nwithin the renewal eligibility period. For more information about the renewal\nprocess, eligibility period, and certification validity timeline, please refer to\nthe Renewal FAQs below.\n\n\n[Renewal FAQs](https://support.google.com/cloud-certification/answer/9907853?sjid=10159424711448208692-NC) \n\nExam overview\n-------------\n\n#### 1. Review the exam guide\n\nThe\n[exam guide](https://services.google.com/fh/files/misc/professional_data_engineer_exam_guide_english.pdf)\ncontains a list of topics that may be included on the\nexam, helping you determine if your skills align with\nthe topics on the exam.\n\n\u003cbr /\u003e\n\n#### 2. Training\n\n\u003cbr /\u003e\n\nPrepare for the exam by exploring online training,\nin-person classes, hands-on labs, and other\nresources from Google Cloud.\n\n\u003cbr /\u003e\n\n[Start preparing](https://www.cloudskillsboost.google/paths/16) \n\nGet valuable exam tips and tricks, and get insights\nfrom Googlers and industry experts.\n\n\u003cbr /\u003e\n\n[Sign up](https://cloudonair.withgoogle.com/events/data-engineer-certification?utm_source=cgc&utm_medium=et&utm_campaign=-&utm_content=data-eng-cert-cgc-cert-cloud-dev&utm_term=-) \n\nIn-depth discussions on the concepts and critical\ncomponents of Google Cloud:\n\n\n[Google Cloud documentation](/docs)\n\n\n[Google Cloud solutions](/docs/tutorials)\n\n\n[Review the guide to preparing for the Professional Data Engineer certification](https://www.googlecloudcommunity.com/gc/Community-Blogs/Your-guide-to-preparing-for-the-Google-Cloud-Professional-Data/ba-p/543105)\n\n\u003cbr /\u003e\n\n#### 3. Sample questions\n\n\n[Review sample questions](https://docs.google.com/forms/d/e/1FAIpQLSfkWEzBCP0wQ09ZuFm7G2_4qtkYbfmk_0getojdnPdCYmq37Q/viewform)\nto familiarize yourself with the format of exam\nquestions and example content that may be covered on the\nData Engineer exam.\n\n\u003cbr /\u003e\n\n#### 4. Schedule an exam\n\n\n[Register and select](https://webassessor.com/googlecloud)\nwhether to take the exam remotely or at a nearby testing\ncenter.\n\nReview exam\n[terms and conditions](/certification/terms)\nand\n[data sharing policies](https://cloud.google.com/certification/data-sharing-policy/).\n\n\u003cbr /\u003e\n\n### Take the next step\n\nFollow\nthe Data Engineer learning path \n[Start Learning](https://www.cloudskillsboost.google/paths/16) \n\n### Take the next step\n\nFollow\nthe Data Engineer learning path \n[Start Learning](https://www.cloudskillsboost.google/paths/16) \n- New to cloud computing?\n [Jumpstart your cloud career](/training/getstarted)\n- Earn a skill badge\n [Start now](https://www.cloudskillsboost.google/catalog?keywords=&locale=&solution%5B%5D=any&role%5B%5D=any&skill-badge%5B%5D=skill-badge&format%5B%5D=any&level%5B%5D=any&duration%5B%5D=any&language%5B%5D=any)\n- Prepare with webinars\n[Go to Cloud OnAir](https://cloudonair.withgoogle.com?utm_source=cgc&utm_medium=et&utm_campaign=-&utm_content=data-eng-cert-cgc-cert-cloud-dev&utm_term=-) \n- New to cloud computing?\n [Jumpstart your cloud career](/training/getstarted)\n- Earn a skill badge\n [Start now](https://www.cloudskillsboost.google/catalog?keywords=&locale=&solution%5B%5D=any&role%5B%5D=any&skill-badge%5B%5D=skill-badge&format%5B%5D=any&level%5B%5D=any&duration%5B%5D=any&language%5B%5D=any)\n- Prepare with webinars\n [Go to Cloud OnAir](https://cloudonair.withgoogle.com?utm_source=cgc&utm_medium=et&utm_campaign=-&utm_content=data-eng-cert-cgc-cert-cloud-dev&utm_term=-)"]]