Azure Administrator
Validates skills in managing Azure identities, storage, compute, virtual networks, and monitoring in enterprise environments.
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 Administrator vs Google Cloud Professional ML Engineer
Which certification is right for your career?
Full comparison
| Category | Azure Administrator | Google Cloud Professional ML Engineer |
|---|---|---|
| Exam cost | ✓$165 USD | $200 USD |
| Avg salary uplift | +$15,000/yr | ✓+$22,000/yr |
| Passing score | 700/1000 | 700/1000 |
| Exam duration | 100 min | 120 min |
| Renewal period | Every 1 years | Every 2 years |
| Issued by | Microsoft | Google Cloud |
| Difficulty |
Azure Administrator
AZ-900 recommended, 6 months Azure administration experience
Google Cloud Professional ML Engineer
3+ years industry experience + 1 year Google Cloud experience + ML background
- You have hands-on cloud experience and want to move into engineering or architecture
- You want a potential +$15,000/yr salary uplift
- Your role involves managing cloud identity, storage, networking, and compute day-to-day
- 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
Azure Administrator and Google Cloud Professional ML Engineer lead to entirely different careers — cloud computing vs AI and machine learning. The right choice depends on which field aligns with your current job or target role. If you want both eventually, start with Azure Administrator — it's the quicker win at the intermediate level.
Best Azure Administrator courses
Best Google Cloud Professional ML Engineer courses
Is Azure Administrator harder than Google Cloud Professional ML Engineer?
Google Cloud Professional ML Engineer is harder — rated advanced vs intermediate.
Which pays more — Azure Administrator or Google Cloud Professional ML Engineer?
Azure Administrator has an average salary uplift of +$15,000/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 Administrator or Google Cloud Professional ML Engineer?
Azure Administrator 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 Azure Administrator and Google Cloud Professional ML Engineer?
Yes — many professionals hold both. Azure Administrator and Google Cloud Professional ML Engineer complement each other, covering cloud computing and AI and machine learning respectively. Holding both signals broader expertise and typically commands a higher salary than either cert alone.
Which is worth it in 2026 — Azure Administrator or Google Cloud Professional ML Engineer?
Both are worth it in 2026. Azure Administrator offers a +$15,000/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.