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Databricks Certification List 2025

Read this MyExamCloud Blog article for practical insights on Databricks Certifications. Explore more blog categories, search related topics in blog search, or return to the MyExamCloud Blog home.

Validate Your Data & AI Skills

Databricks certifications validate your expertise across the modern data and AI stack built on the Databricks Data Intelligence Platform. Whether you're working with SQL, Spark, machine learning, or generative AI, these credentials offer proof of your hands-on abilities in production-grade scenarios.

Below is the complete Databricks Certification List for 2025, including syllabus, duration, and official MyExamCloud practice test links.

Databricks Certified Data Analyst Associate

Use the Databricks SQL service to complete introductory data analysis tasks.

The exam covers:

  • Databricks SQL – 22%

  • Data Management – 20%

  • SQL – 29%

  • Data Visualization and Dashboards – 18%

  • Analytics Applications – 11%

Assessment Details:

  • Type: Proctored certification

  • Questions: 45

  • Time Limit: 90 minutes

  • Fee: $200

  • Question Format: Multiple choice

  • Languages: English

  • Delivery: Online proctored

  • Recommended Experience: 6+ months using Databricks SQL

  • Validity: 2 years

Databricks Certified Data Engineer Associate

Use the Databricks Lakehouse Platform to complete basic data engineering tasks.

The exam covers:

  • Databricks Intelligence Platform – 10%

  • Development and Ingestion – 30%

  • Data Processing & Transformations – 31%

  • Productionizing Data Pipelines – 18%

  • Data Governance & Quality – 11%

Assessment Details:

  • Type: Proctored certification

  • Questions: 45

  • Time Limit: 90 minutes

  • Fee: $200

  • Languages: English, 日本語, Português BR, 한국어

  • Delivery: Online proctored

  • Recommended Experience: 6+ months of hands-on data engineering

  • Validity: 2 years

Databricks Certified Data Engineer Professional

Use Databricks to perform advanced data engineering tasks.

The exam covers:

  • Databricks Tooling – 20%

  • Data Processing – 30%

  • Data Modeling – 20%

  • Security and Governance – 10%

  • Monitoring and Logging – 10%

  • Testing and Deployment – 10%

Assessment Details:

  • Type: Proctored certification

  • Questions: 60

  • Time Limit: 120 minutes

  • Fee: $200

  • Languages: English, 日本語, Português BR, 한국어

  • Delivery: Online proctored

  • Recommended Experience: 1+ year in advanced data engineering

  • Validity: 2 years

Databricks Certified Machine Learning Associate

Use Databricks to perform basic machine learning tasks.

The exam covers:

  • Databricks Machine Learning – 38%

  • ML Workflows – 19%

  • Model Development – 31%

  • Model Deployment – 12%

Assessment Details:

  • Type: Proctored certification

  • Questions: 48

  • Time Limit: 90 minutes

  • Fee: $200

  • Languages: English, 日本語, Português BR, 한국어

  • Delivery: Online proctored

  • Recommended Experience: 6+ months in Databricks ML

  • Validity: 2 years

Databricks Certified Machine Learning Professional

Use Databricks Machine Learning to perform advanced ML tasks in production.

The exam covers:

  • Experimentation – 30%

  • Model Lifecycle Management – 30%

  • Model Deployment – 25%

  • Solution and Data Monitoring – 15%

Assessment Details:

  • Type: Proctored certification

  • Questions: 60

  • Time Limit: 120 minutes

  • Fee: $200

  • Languages: English

  • Delivery: Online proctored

  • Recommended Experience: 1+ year in production ML

  • Validity: 2 years

Databricks Certified Generative AI Engineer Associate

Use Databricks to build performant generative AI solutions.

The exam covers:

  • Design Applications – 14%

  • Data Preparation – 14%

  • Application Development – 30%

  • Assembling and Deploying Apps – 22%

  • Governance – 8%

  • Evaluation and Monitoring – 12%

Assessment Details:

  • Type: Proctored certification

  • Questions: 45

  • Time Limit: 90 minutes

  • Fee: $200

  • Languages: English, 日本語, Português BR, 한국어

  • Delivery: Online proctored

  • Recommended Experience: 6+ months building GenAI apps

  • Validity: 2 years

Databricks Certified Associate Developer for Apache Spark

Use Apache Spark and Spark SQL to perform basic data transformation tasks.

The exam covers:

  • Apache Spark Architecture and Components – 20%

  • Using Spark SQL – 20%

  • DataFrame/DataSet API Applications – 30%

  • Troubleshooting and Tuning – 10%

  • Structured Streaming – 10%

  • Spark Connect – 5%

  • Pandas API on Spark – 5%

Assessment Details:

  • Type: Proctored certification (online or onsite)

  • Questions: 45

  • Time Limit: 90 minutes

  • Fee: $200

  • Languages: English

  • Recommended Experience: 6+ months developing Spark apps

  • Validity: 2 years

Why Choose Databricks Certifications?

Databricks certifications are designed by experts and aligned with real-world roles. They ensure you’re job-ready for today’s most in-demand data and AI positions. You gain:

  • Industry-recognized credentials

  • Validation of practical experience

  • Opportunities for career advancement

  • Confidence to build on Lakehouse and GenAI architectures

Final Thoughts

Whether you're entering the field of data and AI or advancing to specialized roles, Databricks Certifications 2025 help showcase your capabilities to employers and peers. Pair your preparation with MyExamCloud mock exams to practice with confidence and stay certified.