Azure AI Fundamentals vs Google Cloud Professional ML Engineer
Which certification is right for your career? Here's the full breakdown.
Microsoft
Azure AI Fundamentals
AI-900
Microsoft's entry-level AI certification covering machine learning, computer vision, NLP, and generative AI on Azure.
Full guide →Google Cloud
Google Cloud Professional ML Engineer
Professional ML Engineer
Advanced Google Cloud certification for designing and building ML models that scale — covers MLOps, Vertex AI, and responsible AI.
Full guide →Side-by-side comparison
| Category | Azure AI Fundamentals | Google Cloud Professional ML Engineer |
|---|---|---|
| Exam cost | ✓$165 USD | $200 USD |
| Avg salary uplift | +$7,000/yr | ✓+$22,000/yr |
| Exam duration | 65 min | 120 min |
| Renewal period | Every 2 years | Every 2 years |
| Issued by | Microsoft | Google Cloud |
| Difficulty | Beginner | Advanced |
Azure AI Fundamentals — Prerequisites
None required
Google Cloud Professional ML Engineer — Prerequisites
3+ years industry experience + 1 year Google Cloud experience + ML background
Get Azure AI Fundamentals if…
- •You're entering cybersecurity and need a recognised entry point
- •You want a +$7,000/yr salary boost
- •You prefer credentials from Microsoft
Get Google Cloud Professional ML Engineer if…
- •You're aiming for senior or management roles in security
- •You want a +$22,000/yr salary boost
- •You prefer credentials from Google Cloud
Best Azure AI Fundamentals courses
Best Google Cloud Professional ML Engineer courses
Frequently asked questions
Is Azure AI Fundamentals harder than Google Cloud Professional ML Engineer?
Google Cloud Professional ML Engineer is harder — rated advanced vs beginner.
Which pays more — Azure AI Fundamentals or Google Cloud Professional ML Engineer?
Azure AI Fundamentals has an average salary uplift of +$7,000/yr, while Google Cloud Professional ML Engineer has +$22,000/yr. Google Cloud Professional ML Engineer has the higher salary impact.
Which should I get first — Azure AI Fundamentals or Google Cloud Professional ML Engineer?
Azure AI Fundamentals is the better starting point — it's rated beginner and costs less. Use it as a stepping stone toward Google Cloud Professional ML Engineer.