AWS AI PractitionervsDatabricks GenAI Engineer
A definitive 2026 technical and career comparison between AWS Certified AI Practitioner and Databricks Certified Generative AI Engineer Associate.
Updated: April 2026
High Demand
AWS AI Practitioner
AIF-C01 Aligned Mock Exam
Core Domains
- ◆ Fundamentals of AI & ML
- ◆ Fundamentals of GenAI
- ◆ Applications of Foundation Models
- ◆ Guidelines for Responsible AI Development
4.9(850 reviews)
18.2K+learners
New
Databricks GenAI Engineer
Exam-Realistic Practice Test
Core Domains
- ◆ Application Design & Development
- ◆ Assembling & Deploying
- ◆ Data Preparation
- ◆ Evaluation & Monitoring
4.8(240 reviews)
6.5K+learners
Feature Matrix
| Criteria | AWS AI Practitioner | Databricks GenAI Engineer |
|---|---|---|
| Cost (Exam Fee) | $100.00Winner | $200.00 |
| Difficulty | Beginner | Intermediate |
| Target Salary | $115,000.00 - $175,000.00 | $130,000.00 - $195,000.00 |
| Duration | 90 mins | 90 mins |
| Questions | 65 | 45 |
| Target Roles | EngineerArchitectTPMPMPractitionerSpecialistResearcherConsultantManagerExecutive | EngineerArchitectTPMPMPractitionerSpecialistResearcherConsultantManagerExecutiveData Scientist |
| Best For TPMs | - | - |
Prepare with Confidence
Whether you choose AWS AI Practitioner or Databricks GenAI Engineer, GenAICerts provides the most realistic, high-fidelity practice simulator on the market. We cover 100% of the blueprint domains with deep, scenario-based questions.