Google Cloud Associate Cloud Engineer
Google Cloud's associate-level certification covering deploying, monitoring, and managing applications on Google Cloud Platform.
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 →Google Cloud Associate Cloud Engineer vs Google Cloud Professional ML Engineer
Which certification is right for your career?
Full comparison
| Category | Google Cloud Associate Cloud Engineer | Google Cloud Professional ML Engineer |
|---|---|---|
| Exam cost | $200 USD | $200 USD |
| Avg salary uplift | +$16,000/yr | ✓+$22,000/yr |
| Passing score | 700/1000 | 700/1000 |
| Exam duration | 120 min | 120 min |
| Renewal period | Every 2 years | Every 2 years |
| Issued by | Google Cloud | Google Cloud |
| Difficulty |
Google Cloud Associate Cloud Engineer
6 months Google Cloud hands-on experience recommended
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 +$16,000/yr salary uplift
- 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
Google Cloud Associate Cloud Engineer 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 Google Cloud Associate Cloud Engineer — it's the quicker win at the intermediate level.
Best Google Cloud Associate Cloud Engineer courses
Best Google Cloud Professional ML Engineer courses
Is Google Cloud Associate Cloud Engineer harder than Google Cloud Professional ML Engineer?
Google Cloud Professional ML Engineer is harder — rated advanced vs intermediate.
Which pays more — Google Cloud Associate Cloud Engineer or Google Cloud Professional ML Engineer?
Google Cloud Associate Cloud Engineer has an average salary uplift of +$16,000/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 — Google Cloud Associate Cloud Engineer or Google Cloud Professional ML Engineer?
Google Cloud Associate Cloud Engineer 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 Associate Cloud Engineer and Google Cloud Professional ML Engineer?
Yes — many professionals hold both. Google Cloud Associate Cloud Engineer 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 — Google Cloud Associate Cloud Engineer or Google Cloud Professional ML Engineer?
Both are worth it in 2026. Google Cloud Associate Cloud Engineer offers a +$16,000/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.