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 →PMI-ACP
PMI's agile certification covering Scrum, Kanban, Lean, XP, and SAFe — ideal for PMs transitioning to agile delivery.
Full guide →AWS ML Engineer Associate vs PMI-ACP
Which certification is right for your career?
Full comparison
| Category | AWS ML Engineer Associate | PMI-ACP |
|---|---|---|
| Exam cost | ✓$150 USD | $495 USD |
| Avg salary uplift | ✓+$18,000/yr | +$15,000/yr |
| Passing score | 720/1000 | 70/1000 |
| Exam duration | 130 min | 180 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
PMI-ACP
2,000 hours general project experience + 1,500 hours agile experience + 21 hours agile 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 have PM experience and want to formalise agile or multi-methodology skills
- You want a potential +$15,000/yr salary uplift
- You manage delivery across Scrum, Kanban, Lean, or SAFe environments
AWS ML Engineer Associate and PMI-ACP 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 AWS ML Engineer Associate — it's the quicker win at the intermediate level.
Best AWS ML Engineer Associate courses
Best PMI-ACP courses
Is AWS ML Engineer Associate harder than PMI-ACP?
Both AWS ML Engineer Associate and PMI-ACP are rated intermediate difficulty.
Which pays more — AWS ML Engineer Associate or PMI-ACP?
AWS ML Engineer Associate has an average salary uplift of +$18,000/yr, while PMI-ACP has +$15,000/yr. AWS ML Engineer Associate has the higher salary impact.
Which should I get first — AWS ML Engineer Associate or PMI-ACP?
AWS ML Engineer Associate is the better starting point — it's rated intermediate and costs less. Use it as a stepping stone toward PMI-ACP.
Can I get both AWS ML Engineer Associate and PMI-ACP?
Yes — many professionals hold both. AWS ML Engineer Associate and PMI-ACP 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 PMI-ACP?
Both are worth it in 2026. AWS ML Engineer Associate offers a +$18,000/yr average salary uplift; PMI-ACP offers +$15,000/yr. AWS ML Engineer Associate has the higher salary ceiling — making it the stronger ROI if you can only choose one.