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 →Google Cloud Associate Cloud Engineer
Google Cloud's associate-level certification covering deploying, monitoring, and managing applications on Google Cloud Platform.
Full guide →AWS ML Engineer Associate vs Google Cloud Associate Cloud Engineer
Which certification is right for your career?
Full comparison
| Category | AWS ML Engineer Associate | Google Cloud Associate Cloud Engineer |
|---|---|---|
| Exam cost | ✓$150 USD | $200 USD |
| Avg salary uplift | ✓+$18,000/yr | +$16,000/yr |
| Passing score | 720/1000 | 700/1000 |
| Exam duration | 130 min | 120 min |
| Renewal period | Every 3 years | Every 2 years |
| Issued by | Amazon Web Services | Google Cloud |
| Difficulty |
AWS ML Engineer Associate
AWS Cloud Practitioner or equivalent + basic ML knowledge recommended
Google Cloud Associate Cloud Engineer
6 months Google Cloud hands-on experience recommended
- 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 hands-on cloud experience and want to move into engineering or architecture
- You want a potential +$16,000/yr salary uplift
AWS ML Engineer Associate and Google Cloud Associate Cloud Engineer lead to entirely different careers — AI and machine learning vs cloud computing. 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 Google Cloud Associate Cloud Engineer courses
Is AWS ML Engineer Associate harder than Google Cloud Associate Cloud Engineer?
Both AWS ML Engineer Associate and Google Cloud Associate Cloud Engineer are rated intermediate difficulty.
Which pays more — AWS ML Engineer Associate or Google Cloud Associate Cloud Engineer?
AWS ML Engineer Associate has an average salary uplift of +$18,000/yr, while Google Cloud Associate Cloud Engineer has +$16,000/yr. AWS ML Engineer Associate has the higher salary impact.
Which should I get first — AWS ML Engineer Associate or Google Cloud Associate Cloud Engineer?
AWS ML Engineer Associate is the better starting point — it's rated intermediate and costs less. Use it as a stepping stone toward Google Cloud Associate Cloud Engineer.
Can I get both AWS ML Engineer Associate and Google Cloud Associate Cloud Engineer?
Yes — many professionals hold both. AWS ML Engineer Associate and Google Cloud Associate Cloud Engineer complement each other, covering AI and machine learning and cloud computing 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 Google Cloud Associate Cloud Engineer?
Both are worth it in 2026. AWS ML Engineer Associate offers a +$18,000/yr average salary uplift; Google Cloud Associate Cloud Engineer offers +$16,000/yr. AWS ML Engineer Associate has the higher salary ceiling — making it the stronger ROI if you can only choose one.