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Data architects design, develop, and organize the systems used to store data. Learn about certifications you can earn to develop your skills or confirm your understanding of the data architecture field.
![[Featured image] Person studies on their laptop for a data architect certification.](https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://images.ctfassets.net/wp1lcwdav1p1/4k9N6izIu2kwI5P8KBIZkb/88e242bcf71bddd763a48898234ecd14/GettyImages-1626853870-converted-from-jpg.webp?w=1500&h=680&q=60&fit=fill&f=faces&fm=jpg&fl=progressive&auto=format%2Ccompress&dpr=1&w=1000)
Earning a data architect certification, such as the AWS Certified Data Engineer - Associate, Azure Solutions Architect Expert, or Google Professional Cloud Expert credentials, can validate your skills in using platforms like AWS, Microsoft Azure, and Google Cloud.
To earn an Azure data architect certification, you’ll need to pass the Microsoft Certified: Azure Solutions Architect Expert exam, demonstrating your knowledge of data storage solutions, infrastructure solutions, and monitoring and governance issues.
By earning the Arcitura Big Data Architect certification, you can showcase your knowledge of big data architecture in IT enterprises and cloud-based fields.
To prepare for a data architect certification, review the requirements, enroll in prep courses, and create a study plan. Read on to explore some of the certification options available and how to choose the right one to help you prepare for this career.
If you're ready to launch your career in data architecture with an industry leader, consider enrolling in the IBM Data Architect Professional Certificate. In as little as four months, you'll have the opportunity to learn to implement data security measures and governance, design databases for specific needs, and learn to use industry-standard tools like Kafka, Spark, and Airflow.
Popular data architect certifications validate your technical skills and mastery of topics such as developing data models, designing cloud and hybrid solutions in Microsoft Azure, and managing the implementation of cloud architecture.
Data architects are responsible for designing and organizing ways to store raw data for a company or organization to ensure its accuracy and accessibility. As a data architect, you may design databases, choose the best database management system for your company's needs, ensure data privacy measures are met, or conduct an audit of data management systems, among other tasks. A bachelor’s degree is usually required to get a job as a data architect, but it’s also helpful to have certifications in the field to stand out from other job candidates.
Review your certification options to decide which ones work for you. You may even want to consider multiple certifications to improve your knowledge of various topics for data architects.
The AWS Certified Data Engineer Associate certification shows your knowledge of AWS data-related services. You can test your ability to transform data, design data models, ensure data quality, and perform other tasks within the AWS environment.
Requirements: No requirements. Recommendations include two to three years of previous data engineering experience, including practical experience with AWS services.
Cost (US): $150, although you can get a discount if you’ve earned other AWS certifications [1]
The Microsoft Certified: Azure Solutions Architect Expert tests your understanding of data storage solutions, infrastructure solutions, and issues related to monitoring and governance.
Requirements: Microsoft Certified: Azure Administrator Associate certification. Recommendations also include advanced experience with IT operations, Azure administration, Azure development, and DevOps processes.
Cost (US): $165 [2]
The Google Professional Cloud Architect certification allows you to show off your understanding of Google Cloud architecture. The exam tests your knowledge of designing and planning cloud solution architecture, analyzing technical and business processes, and more.
Requirements: No requirements. Recommendations include at least 1 year of experience designing and managing solutions on Google Cloud.
Cost (US): $200 [3]
This certification tests your ability to use Cloud Pak for Data to design data and AI solutions in a hybrid cloud environment. The exam covers topics such as AI, analytics, data governance, and data sources.
Requirements: You must pass the IBM Cloud Pak for Data V4.7 Architect exam.
Cost (US): $200 [4]
The Arcitura Big Data Architect certification exam tests your knowledge of big data architecture within IT enterprises and cloud-based fields. It covers data pipelines, architecture layers, and design patterns.
Requirements: The Big Data Architect certification exam must be completed with a passing grade.
Cost: $249 [5]
Data architect certification is ideal for data professionals who want to gain new skills or show their proficiency in skills essential for the field. These credentials help you find new opportunities, confirm your technical skills, and keep up with new practices in data architecture.
Before pursuing a certification, you could consider earning a bachelor’s degree in data science, computer science, information technology, or a related field. You may also want to gain some real-world experience, working as a database administrator or data analyst. Then, follow these steps to determine if a data architect certification is right for you.
You may find plenty of options for data architect certifications, so reviewing your choices and finding those that fit your needs is important. Consider the following:
Experience level: Some certifications are suitable for entry-level data architects, while others may cater to data architects with more experience.
Industry: Data architects work in various industries, and some certifications are appropriate for specific ones, such as health care, finance, or e-commerce.
Career goals: Some data architect certification programs help you learn quickly about a topic to fulfill a short-term career goal, or you may choose from more in-depth certifications that can help you in the long term.
Certifications have different recommendations or requirements, such as years of experience, previous work with a specific type of software, or completion of another certification. Make sure you know what is recommended or required so you’re set up for success.
Consider registering for preparatory courses before taking a certification exam to help you study. Some certification programs may offer prep courses or prep kits as part of an exam package, and you can also take classes online to help you prepare for a certification exam.
You can treat a certification exam like other exams you’ve taken before and design a study plan to help you prepare for the exam. Create a study guide with notes, set up a specific study schedule, make up mock test questions, or find other exam takers to study with as part of your preparation.
Read more: 11 Good Study Habits to Develop
Each certification has its own registration process, so be sure to follow the specific instructions for each. Pay close attention to the exam cost and the estimated completion time.
Data architect certification exams usually include multiple-choice, multiple-response, or assessment questions.
You’ll also have to concentrate on specific topics depending on the certification, so review what is on the exam. Some certifications may cover specific topics like big data, while others cater to particular platforms like AWS Services.
The job outlook is positive for data architects, with an expected 4 percent increase in data architect and administrator jobs between 2025 and 2035 [6]. Data architects can expect to earn a median annual salary of $126,760 [6].
Earning a data architect certification can help you increase your income or get more attention for your resume if you’re looking for a job. It can also help you build on your knowledge of data architecture and better prepare you to take on a job as a data architect.
Subscribe to Career Chat, where you can explore career tips, industry trends, and emerging technologies. Then, check out these free resources as you prepare for a career in data:
Consider your path: Data Science Learning Roadmap: Beginner to Expert
Read our Career Chat issue: Data Analysis: Where to Start and How to Build This High-Income Skill
Watch on YouTube: Career Spotlight: Data Scientist
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AWS. “AWS Certified Data Engineer - Associate, https://aws.amazon.com/certification/certified-data-engineer-associate/.” Accessed September 17, 2026.
Microsoft. “Microsoft Certified: Azure Solutions Architect Expert, https://learn.microsoft.com/en-us/credentials/certifications/azure-solutions-architect/.” Accessed September 17, 2026.
Google Cloud. “Professional Cloud Architect, https://cloud.google.com/learn/certification/cloud-architect/.” Accessed September 17, 2026.
IBM. “IBM Certified Architect - Cloud Pak for data V4.7, https://www.ibm.com/training/certification/ibm-certified-architect-cloud-pak-for-data-v47-C9006000.” Accessed September 17, 2026.
Arcitura. “Big Data Architect (Complete Certification Exam), https://store.arcitura.com/products/big-data-architect-certification-exam.” Accessed September 17, 2026.
US Bureau of Labor Statistics. “Database Administrators and Architects, https://www.bls.gov/ooh/computer-and-information-technology/database-administrators.htm.” Accessed September 17, 2026.
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