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 →CAPM
Entry-level PMI certification validating foundational project management knowledge and terminology for those new to the field.
Full guide →AWS ML Engineer Associate vs CAPM
Which certification is right for your career?
Full comparison
| Category | AWS ML Engineer Associate | CAPM |
|---|---|---|
| Exam cost | ✓$150 USD | $300 USD |
| Avg salary uplift | ✓+$18,000/yr | +$8,000/yr |
| Passing score | 720/1000 | 70/1000 |
| Exam duration | 130 min | 150 min |
| Renewal period | Every 3 years | Every 3 years |
| Issued by | Amazon Web Services | PMI |
| Difficulty |
AWS ML Engineer Associate
AWS Cloud Practitioner or equivalent + basic ML knowledge recommended
CAPM
High school diploma + 23 hours of project management education
- 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 project management or switching careers from another field
- You want a potential +$8,000/yr salary uplift
- Your organisation runs on PMI and you need the recognised entry-level credential
AWS ML Engineer Associate and CAPM lead to entirely different careers — AI and machine learning vs project management. The right choice depends on which field aligns with your current job or target role. If you want both eventually, start with CAPM — it's the quicker win at the beginner level.
Best AWS ML Engineer Associate courses
Best CAPM courses
Is AWS ML Engineer Associate harder than CAPM?
AWS ML Engineer Associate is harder — rated intermediate vs beginner.
Which pays more — AWS ML Engineer Associate or CAPM?
AWS ML Engineer Associate has an average salary uplift of +$18,000/yr, while CAPM has +$8,000/yr. AWS ML Engineer Associate has the higher salary impact.
Which should I get first — AWS ML Engineer Associate or CAPM?
CAPM 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 CAPM?
Yes — many professionals hold both. AWS ML Engineer Associate and CAPM complement each other, covering AI and machine learning and project management respectively. 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 CAPM?
Both are worth it in 2026. AWS ML Engineer Associate offers a +$18,000/yr average salary uplift; CAPM offers +$8,000/yr. AWS ML Engineer Associate has the higher salary ceiling — making it the stronger ROI if you can only choose one.