Google Cloud Professional ML Engineer
Advanced Google Cloud certification for designing and building ML models that scale — covers MLOps, Vertex AI, and responsible AI.
Full guide →AWS Solutions Architect Associate
The most sought-after cloud certification — covers designing resilient, high-performing, cost-optimised AWS architectures.
Full guide →Google Cloud Professional ML Engineer vs AWS Solutions Architect Associate
Which certification is right for your career?
Full comparison
| Category | Google Cloud Professional ML Engineer | AWS Solutions Architect Associate |
|---|---|---|
| Exam cost | ✓$200 USD | $300 USD |
| Avg salary uplift | ✓+$22,000/yr | +$18,000/yr |
| Passing score | 700/1000 | 720/1000 |
| Exam duration | 120 min | 130 min |
| Renewal period | Every 2 years | Every 3 years |
| Issued by | Google Cloud | Amazon Web Services |
| Difficulty |
Google Cloud Professional ML Engineer
3+ years industry experience + 1 year Google Cloud experience + ML background
AWS Solutions Architect Associate
AWS Cloud Practitioner recommended, 1 year hands-on AWS experience
- You're an experienced ML engineer targeting senior MLOps or research roles
- You want a potential +$22,000/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 +$18,000/yr salary uplift
- You want to design and optimise cloud architectures, not just operate them
Google Cloud Professional ML Engineer and AWS Solutions Architect Associate 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 Solutions Architect Associate — it's the quicker win at the intermediate level.
Best Google Cloud Professional ML Engineer courses
Best AWS Solutions Architect Associate courses
Is Google Cloud Professional ML Engineer harder than AWS Solutions Architect Associate?
Google Cloud Professional ML Engineer is harder — rated advanced vs intermediate.
Which pays more — Google Cloud Professional ML Engineer or AWS Solutions Architect Associate?
Google Cloud Professional ML Engineer has an average salary uplift of +$22,000/yr, while AWS Solutions Architect Associate has +$18,000/yr. Google Cloud Professional ML Engineer has the higher salary impact.
Which should I get first — Google Cloud Professional ML Engineer or AWS Solutions Architect Associate?
AWS Solutions Architect Associate is the better starting point — it's rated intermediate and costs less. Use it as a stepping stone toward Google Cloud Professional ML Engineer.
Can I get both Google Cloud Professional ML Engineer and AWS Solutions Architect Associate?
Yes — many professionals hold both. Google Cloud Professional ML Engineer and AWS Solutions Architect Associate 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 — Google Cloud Professional ML Engineer or AWS Solutions Architect Associate?
Both are worth it in 2026. Google Cloud Professional ML Engineer offers a +$22,000/yr average salary uplift; AWS Solutions Architect Associate offers +$18,000/yr. Google Cloud Professional ML Engineer has the higher salary ceiling — making it the stronger ROI if you can only choose one.