AWS AI Practitioner
Entry-level AWS certification validating foundational knowledge of AI, ML, and generative AI concepts on AWS.
Full guide →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 →AWS AI Practitioner vs AWS ML Engineer Associate
Which certification is right for your career?
Full comparison
| Category | AWS AI Practitioner | AWS ML Engineer Associate |
|---|---|---|
| Exam cost | ✓$100 USD | $150 USD |
| Avg salary uplift | +$8,000/yr | ✓+$18,000/yr |
| Passing score | 700/1000 | 720/1000 |
| Exam duration | 90 min | 130 min |
| Renewal period | Every 3 years | Every 3 years |
| Issued by | Amazon Web Services | Amazon Web Services |
| Difficulty |
AWS AI Practitioner
None required
AWS ML Engineer Associate
AWS Cloud Practitioner or equivalent + basic ML knowledge recommended
- You're new to AI/ML and want a foundational credential from AWS
- You want a potential +$8,000/yr salary uplift
- Your organisation runs on AWS and you need the recognised entry-level credential
- 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
Both are in the AI and machine learning field but target different career stages. Start with AWS AI Practitioner 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 AI Practitioner courses
Best AWS ML Engineer Associate courses
Is AWS AI Practitioner harder than AWS ML Engineer Associate?
AWS ML Engineer Associate is harder — rated intermediate vs beginner.
Which pays more — AWS AI Practitioner or AWS ML Engineer Associate?
AWS AI Practitioner has an average salary uplift of +$8,000/yr, while AWS ML Engineer Associate has +$18,000/yr. AWS ML Engineer Associate has the higher salary impact.
Which should I get first — AWS AI Practitioner or AWS ML Engineer Associate?
AWS AI Practitioner 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 AI Practitioner and AWS ML Engineer Associate?
Yes — many professionals hold both. AWS AI Practitioner and AWS ML Engineer Associate 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 AI Practitioner or AWS ML Engineer Associate?
Both are worth it in 2026. AWS AI Practitioner offers a +$8,000/yr average salary uplift; AWS ML Engineer Associate offers +$18,000/yr. AWS ML Engineer Associate has the higher salary ceiling — making it the stronger ROI if you can only choose one.