Azure AI Fundamentals
Microsoft's entry-level AI certification covering machine learning, computer vision, NLP, and generative AI on Azure.
Full guide →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 →Azure AI Fundamentals vs Google Cloud Professional ML Engineer
Which certification is right for your career?
Full 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 |
| Passing score | 700/1000 | 700/1000 |
| Exam duration | 65 min | 120 min |
| Renewal period | Every 2 years | Every 2 years |
| Issued by | Microsoft | Google Cloud |
| Difficulty |
Azure AI Fundamentals
None required
Google Cloud Professional ML Engineer
3+ years industry experience + 1 year Google Cloud experience + ML background
- You're new to AI/ML and want a foundational credential from Microsoft
- You want a potential +$7,000/yr salary uplift
- Your organisation runs on Microsoft and you need the recognised entry-level credential
- 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
Both are in the AI and machine learning field but target different career stages. Start with Azure AI Fundamentals if you're building foundational skills — it's the natural stepping stone. Go straight to Google Cloud Professional ML Engineer if you already meet the prerequisites and want the higher salary ceiling (+$22,000/yr).
Best Azure AI Fundamentals courses
Best Google Cloud Professional ML Engineer courses
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.
Can I get both Azure AI Fundamentals and Google Cloud Professional ML Engineer?
Yes — many professionals hold both. Azure AI Fundamentals and Google Cloud Professional ML Engineer complement each other within AI and machine learning. Holding both signals broader expertise and typically commands a higher salary than either cert alone.
Which is worth it in 2026 — Azure AI Fundamentals or Google Cloud Professional ML Engineer?
Both are worth it in 2026. Azure AI Fundamentals offers a +$7,000/yr average salary uplift; Google Cloud Professional ML Engineer offers +$22,000/yr. Google Cloud Professional ML Engineer has the higher salary ceiling — making it the stronger ROI if you can only choose one.