A certification does not hand anyone a job — but it proves ability in a form employers recognize. The Professional-Data-Engineer日本語 credential carries that proof, and BraindumpsPrep carries the preparation: 433 practice questions with verified answers.
| Certification Vendor: | Google Cloud |
|---|---|
| Exam Name: | Google Cloud Certified Professional Data Engineer Exam |
| Exam Number: | Professional Data Engineer |
| Passing Score: | Not publicly disclosed (scaled scoring system) |
| Real Exam Qty: | Approximately 50–60 multiple choice and multiple select questions |
| Exam Price: | $200 USD |
| Available Languages: | Portuguese, French, Spanish, English, Japanese, German |
| Exam Format: | multiple choice, case study, multiple select |
| Related Certifications: | Google Cloud Certified - Associate Cloud Engineer Google Cloud Certified - Professional Cloud Architect Google Cloud Certified - Professional Data Analytics Engineer Google Cloud Certified - Professional Machine Learning Engineer |
| Exam Duration: | 120 minutes |
| Certificate Validity Period: | 2 years |
| Recommended Training: | Google Cloud Data Engineering Learning Path Google Cloud Professional Data Engineer Course (Coursera) |
| Exam Registration: | Google Cloud Certification Registration |
| Sample Questions: | ![]() |
| Exam Way: | Online proctored exam or onsite test center (Kryterion Webassessor) |
| Pre Condition: | No formal prerequisites required; recommended experience with data processing and Google Cloud Platform services |
| Official Syllabus URL: | https://cloud.google.com/learn/certification/data-engineer |
| Section | Weight | Objectives |
|---|---|---|
| Ensuring solution quality | 28% | - Security and governance
|
| Designing data processing systems | 22% | - Batch and streaming data processing design
|
| Operationalizing machine learning models | 26% | - ML pipeline integration
|
| Building and operationalizing data processing systems | 24% | - Data ingestion and integration
|
Online proctored exam or onsite test center (Kryterion Webassessor) Register for the Google Certified Professional Data Engineer Exam (Professional-Data-Engineer日本語版) exam through these official channels:
After booking, BraindumpsPrep delivers your practice questions within 1 minute — preparation starts the same day.
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The Google Certified Professional Data Engineer Exam (Professional-Data-Engineer日本語版) exam requires Not publicly disclosed (scaled scoring system) to pass, and registration costs $200 USD. A failed attempt means paying the same fee again — a readiness check with the BraindumpsPrep engines before booking is the cheaper option.
The official Google Certified Professional Data Engineer Exam (Professional-Data-Engineer日本語版) outline defines 4 domains. The leading three are Operationalizing machine learning models (26%), Building and operationalizing data processing systems (24%), and Designing data processing systems (22%). The full list is in the topics section above, and BraindumpsPrep's 433 practice questions cover each one.
The Google Certified Professional Data Engineer Exam (Professional-Data-Engineer日本語版) exam contains Approximately 50–60 multiple choice and multiple select questions to complete within 120 minutes. Timed simulation in the BraindumpsPrep Desktop Test Engine teaches that rhythm before exam day does.
No formal prerequisites required; recommended experience with data processing and Google Cloud Platform services Since requirements change over time, confirm the latest on the official Google exam page before scheduling.
Three versions of the same study materials: a printable, expert-prepared PDF with free demo download and instant access; a Desktop Test Engine for Windows that simulates the real exam with two practice modes and works offline; and an Online Test Engine for any browser on Windows, Mac, Android, and iOS with test history and performance review. All 433 practice questions are identical across versions. Every purchase includes 365 days of free updates, a 50% renewal discount afterward, and unlimited computer installations.
The Professional-Data-Engineer日本語 exam is a Google certification exam validating the Google Certified Professional Data Engineer Exam (Professional-Data-Engineer日本語版) syllabus shown above. It belongs to these credential paths: Google Cloud Certified - Associate Cloud Engineer, Google Cloud Certified - Professional Cloud Architect, Google Cloud Certified - Professional Machine Learning Engineer, Google Cloud Certified - Professional Data Analytics Engineer. Earning it in 2026 demonstrates ability in a form employers recognize — and BraindumpsPrep prepares candidates with 433 practice questions in PDF, Desktop Test Engine, and Online Test Engine formats.
Google recommends these training resources for the Google Certified Professional Data Engineer Exam (Professional-Data-Engineer日本語版) exam:
Follow the training with steady self-testing — the 433 practice questions from BraindumpsPrep help you apply theory and fill any gaps the training leaves.
あなたの会社は最近急速に成長し、以前よりも大幅に高い速度でデータを取り込んでいます。あなたは Apache Hadoop で毎日のバッチ MapReduce 分析ジョブを管理しています。しかし、最近のデータの増加により、バッチ ジョブが遅れています。開発チームがコストを増やさずに分析の応答性を向上させる方法を提案するように求められました。あなたは開発チームに何を提案すべきでしょうか?
Correct Answer: A 🗳️
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Cloud Bigtable 用の HBase Shell とは何ですか?
Correct Answer: D 🗳️
Explanation: Only visible for BraindumpsPrep members. You can sign-up / login (it's free).
サードパーティから毎月 CSV 形式のデータ ファイルを受け取ります。このデータをクレンジングする必要がありますが、ファイルのスキーマは 3 か月ごとに変更されます。これらの変換を実装するための要件は次のとおりです。
スケジュールに従って変換を実行する
開発者以外のアナリストが変換を変更できるようにする
変換を設計するためのグラフィカルツールの提供
何をすべきでしょうか?
Correct Answer: D 🗳️
BigQuery テーブルをデータ シンクとして使用したいと考えています。どの書き込みモードで BigQuery をシンクとして使用できますか?
Correct Answer: C 🗳️
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会社では、履歴データを Cloud Storage にアップロードする必要があります。セキュリティ ルールにより、外部 IP からオンプレミス リソースへのアクセスは許可されません。最初のアップロード後、既存のオンプレミス アプリケーションから毎日新しいデータが追加されます。どうすればよいでしょうか。
Correct Answer: C 🗳️
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