Databricks Certified Data Engineer Associate
The Certified Data Engineer Associate certification validates the ability to design, build, and maintain reliable data pipelines on the Databricks Lakehouse Platform. Offered by Databricks, this certification focuses on data ingestion, transformation, orchestration, and optimization using Apache Spark, Delta Lake, and SQL. It targets professionals responsible for day-to-day data engineering tasks in modern analytics platforms.
- Exam Breakdown
- Domain Breakdown
- Access Breakdown
Exam Format
- Exam Title: Databricks Certified Data Engineer Associate
- Certification Provider: Databricks
- Exam Duration: 120 minutes
- Passing Score: Approximately 70%
- Exam Type: Multiple choice & multiple select
- Scored Content: All questions are scored
- Unscored Content: Not publicly specified
Exam Details
- Question Types: Multiple choice, multiple select
- Number of Questions: ~60 questions
- Hands-On Questions: No labs (theory and scenario-based questions only)
Exam Policies
- Online Proctoring: Remote proctored exam via Databricks testing platform
- Waiting Period: Immediate retake allowed (cool-down period may apply)
- Retake Fee: Full exam fee required
- Language: English
Certification Validity and Renewal
- Validity: 2 years
- Renewal Options: Retake the current version of the exam to renew certification
Exam Fee
- Base Fee: $200 USD
- Taxes: Country-specific VAT/GST may apply
- Example (India): GST extra as per government norms
Prerequisites
There are no formal prerequisites. However, recommended experience includes:- Working knowledge of SQL and Python
- Hands-on experience with Databricks
- Understanding of data engineering workflows and ETL pipelines
- Familiarity with cloud data platforms
Exam Topics
- Based on the official Databricks exam guide:
- Databricks Lakehouse architecture
- Data ingestion using batch & streaming
- ETL / ELT pipeline development
- Delta Lake fundamentals
- Data transformation using SQL & Spark
- Data quality and validation
- Orchestration using Databricks workflows
- Table management & optimization
- Data security and governance
- Performance tuning & monitoring
Intended Audience
- Ideal for professionals working in data engineering roles:
- Data Engineers
- Analytics Engineers
- Big Data Developers
- Cloud Data Professionals
- BI Engineers
Career Impact
Jobs You Can Get:- Data Engineer
- Analytics Engineer
- Big Data Engineer
- Cloud Data Engineer
- Validates your practical skills in building production-grade data pipelines using modern Lakehouse architecture — highly востребован (in-demand) across industries.
Exam Mode
- Online proctored exam
- Available globally
Exam Booking Link
- Book the exam through Databricks official certification portal:
https://www.databricks.com/learn/certification/data-engineer-associate
After passing:
- Digital certificate & badge available in your Databricks account
- Shareable credential via Credly
Offers
Prepare with actual exam questions
To strengthen your knowledge and approach exam day with confidence. We provide practice questions to help you understand the exam format and question patterns.
Access the Real Exam QuestionsContact our consultant today for personalized guidance.
Why Atmic networks?
- Atmic Networks is a trusted global provider of professional IT training and certification mentorship.
- We deliver regularly updated, industry-relevant content tailored to real-world demands.
- Our expert mentors bring hands-on experience to guide your learning journey.
- Our clients consistently achieve high success rates in their certification exams.
- Enjoy instant access to high-quality digital learning materials.
- We offer dedicated 24/7 customer support to assist you whenever you need it.
Top Reasons to Choose
Databricks Certified Data Engineer Associate
High Demand for Data Engineering Skills
Organizations rely on data pipelines and analytics platforms to process large datasets. This certification validates practical skills in data ingestion, transformation, and processing, enabling professionals to support enterprise data-driven decision-making and scalable data infrastructure.
Career Growth and Industry Recognition
Databricks certifications are recognized globally in data engineering and analytics domains. This credential enhances professional credibility, demonstrates expertise in big data technologies, and supports career advancement in cloud data platforms and enterprise data engineering roles worldwide.
Expertise in Modern Lakehouse Architecture
The certification focuses on Databricks Lakehouse platform, Delta Lake, and distributed data processing technologies. Professionals gain practical knowledge to build reliable data pipelines, manage storage systems, and optimize performance across modern cloud-based data environments.
Top Certifications
Fortinet Certified Solution Specialist – Secure Networking
Fortinet Certified Fundamentals – Cybersecurity
Fortinet Certified Associate – Cybersecurity
Fortinet Certified Professional – Security Operations
Fortinet Certified Professional – Cloud Security
Fortinet Certified Professional-SASE
Fortinet Certified Professional – Secure Networking
Fortinet Certified Solution Specialist – Security Operations
Fortinet Certified Solution Specialist – Cloud Security
Fortinet Certified Solution Specialist – SASE
Fortinet Certified Expert Cybersecurity
Microsoft Office Specialist: Word Expert (Office 2019)
Microsoft Office Specialist: Word Expert (Office 2016)
Microsoft Office Specialist: Word Expert (Microsoft 365 Apps)
Microsoft Office Specialist: Word Associate (Office 2019)
Microsoft Office Specialist: Word Associate (Microsoft 365 Apps)
Microsoft Office Specialist: Word (Office 2016)
Microsoft Office Specialist: PowerPoint Associate (Office 2019)
Microsoft Office Specialist: PowerPoint Associate (Microsoft 365 Apps)
Microsoft Office Specialist: PowerPoint (Office 2016)
Microsoft Office Specialist: Outlook Associate (Office 2019)
Microsoft Office Specialist: Outlook (Office 2016)
Microsoft Office Specialist: Expert (Office 2019)
Microsoft Office Specialist: Expert (Microsoft 365 Apps)
Microsoft Office Specialist: Excel for Business Finance Associate
Microsoft Office Specialist: Excel for Accounting Associate
Microsoft Office Specialist: Excel Expert (Office 2019)
Microsoft Office Specialist: Excel Expert (Office 2016)
Microsoft Office Specialist: Excel Expert (Microsoft 365 Apps)
Microsoft Office Specialist: Excel Associate (Office 2019)
Microsoft Office Specialist: Excel Associate (Microsoft 365 Apps)
Microsoft Office Specialist: Excel (Office 2016)
Microsoft Office Specialist: Associate (Office 2019)
Microsoft Office Specialist: Associate (Microsoft 365 Apps)
Microsoft Office Specialist: Access Expert (Office 2019)
Microsoft Office Specialist: Access (Office 2016)
Microsoft Office Specialist: 2016 Master
Microsoft Certified: Windows Server Hybrid Administrator Associate
Microsoft Certified: SQL AI Developer Associate
Microsoft Certified: Power Platform Solution Architect Expert
Microsoft Certified: Power Platform Functional Consultant Associate
Microsoft Certified: Power Platform Developer Associate
Microsoft Certified: Power BI Data Analyst Associate
Microsoft Certified: Power Automate RPA Developer Associate
Microsoft Certified: Machine Learning Operations (MLOps) Engineer Associate
Microsoft Certified: Information Security Administrator Associate
Microsoft Certified: Fabric Data Engineer Associate
Microsoft Certified: Fabric Analytics Engineer Associate
Microsoft Certified: Dynamics 365: Finance and Operations Apps Solution Architect Expert
Microsoft Certified: Dynamics 365: Finance and Operations Apps Developer Associate
Microsoft Certified: Dynamics 365 Supply Chain Management Functional Consultant Associate
Microsoft Certified: Dynamics 365 Finance Functional Consultant Associate
Microsoft Certified: Dynamics 365 Field Service Functional Consultant Associate
Microsoft Certified: Dynamics 365 Customer Service Functional Consultant Associate
Microsoft Certified: Dynamics 365 Customer Experience Analyst Associate
Microsoft Certified: Dynamics 365 Business Central Functional Consultant Associate
Microsoft Certified: Dynamics 365 Business Central Developer Associate
Microsoft Certified: DevOps Engineer Expert
Microsoft Certified: Cybersecurity Architect Expert
Microsoft Certified: Azure for SAP Workloads Specialty
Microsoft Certified: Azure Solutions Architect Expert
Microsoft Certified: Azure Databricks Data Engineer Associate
Microsoft Certified: Azure Data Scientist Associate
Microsoft Certified: Azure Cosmos DB Developer Specialty
Microsoft Certified: Agentic AI Business Solutions Architect
Microsoft Certified: AI Transformation Leader
Microsoft Certified: AI Business Professional
Microsoft 365 Certified: Teams Administrator Associate
Microsoft 365 Certified: Endpoint Administrator Associate
Microsoft 365 Certified: Copilot and Agent Administration Fundamentals
Microsoft 365 Certified: Collaboration Communications Systems Engineer Associate
Microsoft 365 Certified: Administrator Expert
Microsoft GitHub Foundations Certification
Microsoft GitHub Copilot Certification
Microsoft GitHub Advanced Security Certification
Microsoft GitHub Administration Certification
Microsoft GitHub Actions Certification
Cisco Certified Internetwork Expert (CCIE) – Enterprise Infrastructure
Cisco Certified Network Associate (CCNA)
Microsoft Azure Virtual Desktop Specialty
Microsoft Certified: Identity and Access Administrator Associate
Microsoft Certified: Security Operations Analyst Associate
Microsoft Certified: Azure AI Engineer Associate
Microsoft Azure Database Administrator Associate (DP-300)
Microsoft Certified: Azure Data Engineer Associate
Microsoft Certified: Azure Network Engineer Associate
Microsoft Certified: Azure Security Engineer Associate
Microsoft Certified: Azure Developer Associate
Microsoft Certified: Azure Administrator Associate
Microsoft 365 Certified: Fundamentals
Microsoft Certified: Power Platform Fundamentals
Microsoft Certified: Azure AI Fundamentals
Microsoft Certified: Azure Data Fundamentals
Microsoft Certified: Security, Compliance, and Identity Fundamentals
Microsoft Certified: Azure Fundamentals
Cisco Certified Architect
Cisco Certified Internetwork Expert – Collaboration
Cisco Certified Internetwork Expert – Service Provider
Cisco Certified Internetwork Expert – Data Center
Cisco Certified Internetwork Expert – Security
Cisco Certified Internetwork Expert – Enterprise Wireless
Cisco Certified DevNet Associate (Automation & DevOps focus)
Cisco Certified CyberOps Associate
Cisco Certified Network Professional-CyberOps
Cisco Certified Network Professional- DevNet
Cisco Certified Network Professional – Collaboration
Cisco Certified Network Professional – Security
Cisco Certified Network Professional – Data Center
Cisco Certified Network Professional – Enterprise
Cisco Certified Network Professional (CCNP)
Add Review
Your email address will not be published
Customer review
No reviews yet for this exam.
FAQ
-
Who should take the Databricks Certified Data Engineer Associate exam?
The Databricks Certified Data Engineer Associate exam is designed for data engineers, developers, and analytics professionals responsible for building and maintaining data pipelines. It is suitable for individuals working with big data processing, data transformation, and cloud-based analytics platforms in enterprise data engineering environments.
-
Why does Databricks offer the Certified Data Engineer Associate certification?
Databricks offers this certification to validate practical data engineering skills required for modern data platforms. The certification helps organizations identify professionals capable of building scalable data pipelines, managing distributed data systems, and implementing efficient data processing solutions using Databricks Lakehouse architecture and industry best practices.
-
What tools and resources can be used to prepare for the Databricks Certified Data Engineer Associate exam?
Candidates can prepare using Databricks Academy training courses, official documentation, and hands-on practice with the Databricks platform. Building data pipelines, performing transformations, and working with Delta Lake features provide practical experience. Official study resources align closely with certification objectives and recommended data engineering practices.
-
Is the Databricks Certified Data Engineer Associate certification still valuable in 2026?
Yes, the certification remains valuable in 2026 because organizations continue adopting cloud-based data platforms and analytics solutions. The certification validates modern data engineering expertise, supporting careers in big data processing, cloud analytics, and enterprise data infrastructure management across industries adopting data-driven technologies.
-
How difficult is the Databricks Certified Data Engineer Associate exam?
The exam is considered moderately challenging because it requires understanding data pipeline development, Spark processing, and Databricks platform features. Candidates must understand data ingestion, transformation, and optimization concepts. Hands-on experience with Databricks and data engineering workflows significantly improves preparation and increases the likelihood of passing successfully.
