DBT-AE
dbt Analytics Engineering Certification
Certification Overview
Validates proficiency in analytics engineering using dbt (data build tool). Covers data modeling, testing, documentation, deployment, and dbt Cloud features. Requires hands-on dbt experience and understanding of SQL and data warehousing.
The dbt Analytics Engineering Certification (DBT-AE) is a globally recognized benchmark designed for professionals aiming to prove their expertise in data. In today's competitive landscape, this certification acts as a critical signal to employers regarding your technical proficiency and commitment to the field.
Primary Impact
- Higher salary ceiling in Data roles
- Validated expertise at the enterprise level
Market Signal
Ranked as a Top Data Credential for 2026, holding the DBT-AE significantly reduces the time-to-hire for senior positions.
Market Outlook
We monitor job market volume in real-time to provide the most accurate demand forecasting for your career.
Market Sentiment
There are currently 4 open roles in the US requiring this specific certification.
Tracking period: 13 weeks
Job data provided by Adzuna
Market Insights
With 4 active US job postings, DBT-AE ranks #141 of 155 certifications we track by current hiring demand, and #15 of 19 in Data.
Is DBT-AE right for you?
Don't make a blind decision. Compare DBT-AE against similar certifications to find the best ROI for your specific career path.
DBT-AE vs AWS-DEA
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Maintenance & Recognition
Renewal Requirements
Industry Recognition
Proctoring Options
Path to Excellence
Everything you need to successfully navigate the DBT-AE certification journey.
01Entry Requirements
Experience
Hands-on experience with dbt, SQL, and modern data warehouse platforms (Snowflake, BigQuery, Redshift, etc.).
02The Process
dbt Fundamentals
Master models, sources, seeds, tests, and documentation in dbt.
Advanced dbt
Learn macros, packages, incremental models, and dbt Cloud CI/CD.
Pass the Exam
Complete dbt Learn courses and pass the certification exam.
DBT-AE Certification: Frequently Asked Questions
What is the DBT-AE certification?+
Validates proficiency in analytics engineering using dbt (data build tool). Covers data modeling, testing, documentation, deployment, and dbt Cloud features. Requires hands-on dbt experience and understanding of SQL and data warehousing.
What are the requirements for DBT-AE certification in 2026?+
To earn the DBT-AE certification, candidates typically need: Hands-on experience with dbt, SQL, and modern data warehouse platforms (Snowflake, BigQuery, Redshift, etc.). Candidates must also pass the official certification exam and adhere to a professional code of ethics.
How much does the DBT-AE certification exam cost in 2026?+
The DBT-AE certification exam costs $200. This includes the official proctored examination fee. Renewal costs approximately $200.
What is the DBT-AE certification salary in 2026?+
Professionals holding the DBT-AE certification typically earn a starting salary of $135,000 or more per year. Salaries vary based on experience, location, and specific job role, with senior positions commanding significantly higher compensation.
How many jobs require DBT-AE certification?+
As of 2026, there are 4 active job postings requiring or preferring DBT-AE certification. The job market for this certification is currently stable.
What is the DBT-AE exam pass rate?+
The DBT-AE certification exam has an estimated pass rate of N/A. Most successful candidates study for 30-60 hours before attempting the exam.
How long does it take to prepare for DBT-AE certification?+
Most candidates need 30-60 hours of study time to prepare for the DBT-AE certification exam. The exam itself is 90 minutes long.
What is the DBT-AE exam format?+
The DBT-AE exam is 90 minutes exam with 65 questions. A passing score of Pass/Fail is required. Remote proctoring is available.
How do I renew my DBT-AE certification?+
The DBT-AE certification must be renewed every 2 years. You need to earn Recertification exam to maintain your certification. Renewal costs approximately $200.
Ready to Get Certified?
Start your DBT-AE certification journey today and open doors to new opportunities in data.