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Ensure Solution Quality

• Ensure Portability & Flexibility: The considerations for this domain include the design for application and data portability, including data residency prerequisites and Multiple-Cloud. It also coves data staging, discovery, and cataloging, as well as mapping to future and current business prerequisites.
• Design for Compliance & Security: The consideration for this topic includes identity & access management such as Cloud IAM. You should also know about data security (including key management and encryption) and privacy assurance (such as Data Loss Prevention API). This part also covers the skills needed in legal compliance, including Health Insurance Portability & Accountability Act, FedRAMP, Children’s Online Privacy Protection Act, and General Data Protection Regulation;
• Ensure Efficiency & Scalability: The potential candidates will be required to demonstrate their ability to build and run test suits as well as monitor pipeline, including Stackdriver. It also focuses on their skills related to assessing, improving, and troubleshooting data process infrastructure and data representations. This area will also require that the test takers demonstrate the capacity to resize and autoscale resources;
• Ensure Fidelity & Reliability: The applicants should be able to carry out data preparation & quality control (such as Cloud Dataprep), verify and monitor, as well as plan, execute, and stress test data recovery (including rerunning failed jobs, fault tolerance, and retrospective re-analysis performance). Besides that, they should be able to choose between idempotent ACID and eventual consistent prerequisites;

Reference: https://cloud.google.com/certification/data-engineer

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The Google Professional-Data-Engineer-JPN exam consists of multiple-choice and scenario-based questions that test the candidates' understanding of GCP data engineering services and best practices for data engineering. Candidates have two hours and thirty minutes to complete the exam. Professional-Data-Engineer-JPN exam is available in English, Japanese, Spanish, and Portuguese.

Google Professional-Data-Engineer exam is a certification offered by Google to those who want to showcase their expertise in designing, building, and maintaining data processing systems on the Google Cloud Platform. Google Certified Professional Data Engineer Exam (Professional-Data-Engineer日本語版) certification is designed for professionals who have a deep understanding of data engineering and can leverage Google Cloud technologies to create scalable and efficient data pipelines. Professional-Data-Engineer-JPN exam assesses the candidate's ability to design data processing systems, build and operationalize data pipelines, and manage and monitor data processing infrastructure.

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