AWS ML Engineer Associate
Validates ability to build, train, tune, and deploy ML models on AWS using SageMaker and other AWS AI services.
Full guide →Azure AI Fundamentals
Microsoft's entry-level AI certification covering machine learning, computer vision, NLP, and generative AI on Azure.
Full guide →AWS ML Engineer Associate vs Azure AI Fundamentals
Which certification is right for your career?
Full comparison
| Category | AWS ML Engineer Associate | Azure AI Fundamentals |
|---|---|---|
| Exam cost | ✓$150 USD | $165 USD |
| Avg salary uplift | ✓+$18,000/yr | +$7,000/yr |
| Passing score | 720/1000 | 700/1000 |
| Exam duration | 130 min | 65 min |
| Renewal period | Every 3 years | Every 2 years |
| Issued by | Amazon Web Services | Microsoft |
| Difficulty |
AWS ML Engineer Associate
AWS Cloud Practitioner or equivalent + basic ML knowledge recommended
Azure AI Fundamentals
None required
- You have ML or data experience and want to validate practical, hands-on skills
- You want a potential +$18,000/yr salary uplift
- You build, train, and deploy ML models in production environments
- You're new to AI/ML and want a foundational credential from Microsoft
- You want a potential +$7,000/yr salary uplift
- Your organisation runs on Microsoft and you need the recognised entry-level credential
Both are in the AI and machine learning field but target different career stages. Start with Azure AI Fundamentals if you're building foundational skills — it's the natural stepping stone. Go straight to AWS ML Engineer Associate if you already meet the prerequisites and want the higher salary ceiling (+$18,000/yr).
Best AWS ML Engineer Associate courses
Best Azure AI Fundamentals courses
Is AWS ML Engineer Associate harder than Azure AI Fundamentals?
AWS ML Engineer Associate is harder — rated intermediate vs beginner.
Which pays more — AWS ML Engineer Associate or Azure AI Fundamentals?
AWS ML Engineer Associate has an average salary uplift of +$18,000/yr, while Azure AI Fundamentals has +$7,000/yr. AWS ML Engineer Associate has the higher salary impact.
Which should I get first — AWS ML Engineer Associate or Azure AI Fundamentals?
Azure AI Fundamentals is the better starting point — it's rated beginner and costs less. Use it as a stepping stone toward AWS ML Engineer Associate.
Can I get both AWS ML Engineer Associate and Azure AI Fundamentals?
Yes — many professionals hold both. AWS ML Engineer Associate and Azure AI Fundamentals complement each other within AI and machine learning. Holding both signals broader expertise and typically commands a higher salary than either cert alone.
Which is worth it in 2026 — AWS ML Engineer Associate or Azure AI Fundamentals?
Both are worth it in 2026. AWS ML Engineer Associate offers a +$18,000/yr average salary uplift; Azure AI Fundamentals offers +$7,000/yr. AWS ML Engineer Associate has the higher salary ceiling — making it the stronger ROI if you can only choose one.