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
Validates skills in managing Azure identities, storage, compute, virtual networks, and monitoring in enterprise environments.
Full guide →Google Cloud Professional ML Engineer vs Azure Administrator
Which certification is right for your career?
Full comparison
| Category | Google Cloud Professional ML Engineer | Azure Administrator |
|---|---|---|
| Exam cost | $200 USD | ✓$165 USD |
| Avg salary uplift | ✓+$22,000/yr | +$15,000/yr |
| Passing score | 700/1000 | 700/1000 |
| Exam duration | 120 min | 100 min |
| Renewal period | Every 2 years | Every 1 years |
| Issued by | Google Cloud | Microsoft |
| Difficulty |
Google Cloud Professional ML Engineer
3+ years industry experience + 1 year Google Cloud experience + ML background
Azure Administrator
AZ-900 recommended, 6 months Azure administration 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 +$15,000/yr salary uplift
- Your role involves managing cloud identity, storage, networking, and compute day-to-day
Google Cloud Professional ML Engineer and Azure Administrator 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 Azure Administrator — it's the quicker win at the intermediate level.
Best Google Cloud Professional ML Engineer courses
Best Azure Administrator courses
Is Google Cloud Professional ML Engineer harder than Azure Administrator?
Google Cloud Professional ML Engineer is harder — rated advanced vs intermediate.
Which pays more — Google Cloud Professional ML Engineer or Azure Administrator?
Google Cloud Professional ML Engineer has an average salary uplift of +$22,000/yr, while Azure Administrator has +$15,000/yr. Google Cloud Professional ML Engineer has the higher salary impact.
Which should I get first — Google Cloud Professional ML Engineer or Azure Administrator?
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 Google Cloud Professional ML Engineer and Azure Administrator?
Yes — many professionals hold both. Google Cloud Professional ML Engineer and Azure Administrator 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 Azure Administrator?
Both are worth it in 2026. Google Cloud Professional ML Engineer offers a +$22,000/yr average salary uplift; Azure Administrator offers +$15,000/yr. Google Cloud Professional ML Engineer has the higher salary ceiling — making it the stronger ROI if you can only choose one.