CEH vs Google Cloud Professional ML Engineer
Which certification is right for your career? Here's the full breakdown.
EC-Council
CEH
CEH v13
Certified Ethical Hacker — offensive security certification covering penetration testing methodologies and hacking tools.
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 | CEH | Google Cloud Professional ML Engineer |
|---|---|---|
| Exam cost | $1199 USD | ✓$200 USD |
| Avg salary uplift | +$15,000/yr | ✓+$22,000/yr |
| Exam duration | 240 min | 120 min |
| Renewal period | Every 3 years | Every 2 years |
| Issued by | EC-Council | Google Cloud |
| Difficulty | Intermediate | Advanced |
CEH — Prerequisites
2 years IT security experience or EC-Council official training
Google Cloud Professional ML Engineer — Prerequisites
3+ years industry experience + 1 year Google Cloud experience + ML background
Get CEH if…
- •You have 2–3 years of IT experience and want to specialise
- •You want a +$15,000/yr salary boost
- •You prefer credentials from EC-Council
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 CEH courses
Best Google Cloud Professional ML Engineer courses
Frequently asked questions
Is CEH harder than Google Cloud Professional ML Engineer?
Google Cloud Professional ML Engineer is harder — rated advanced vs intermediate.
Which pays more — CEH or Google Cloud Professional ML Engineer?
CEH 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 — CEH or Google Cloud Professional ML Engineer?
CEH is the better starting point — it's rated intermediate and costs less. Use it as a stepping stone toward Google Cloud Professional ML Engineer.