CompTIA PenTest+ vs Google Cloud Professional ML Engineer
Which certification is right for your career? Here's the full breakdown.
CompTIA
CompTIA PenTest+
PT0-003
Hands-on penetration testing certification covering planning, scoping, vulnerability scanning, and reporting.
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 | CompTIA PenTest+ | Google Cloud Professional ML Engineer |
|---|---|---|
| Exam cost | $404 USD | ✓$200 USD |
| Avg salary uplift | +$14,000/yr | ✓+$22,000/yr |
| Exam duration | 165 min | 120 min |
| Renewal period | Every 3 years | Every 2 years |
| Issued by | CompTIA | Google Cloud |
| Difficulty | Intermediate | Advanced |
CompTIA PenTest+ — Prerequisites
Network+, Security+, or 3-4 years hands-on experience
Google Cloud Professional ML Engineer — Prerequisites
3+ years industry experience + 1 year Google Cloud experience + ML background
Get CompTIA PenTest+ if…
- •You have 2–3 years of IT experience and want to specialise
- •You want a +$14,000/yr salary boost
- •You prefer credentials from CompTIA
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 CompTIA PenTest+ courses
Best Google Cloud Professional ML Engineer courses
Frequently asked questions
Is CompTIA PenTest+ harder than Google Cloud Professional ML Engineer?
Google Cloud Professional ML Engineer is harder — rated advanced vs intermediate.
Which pays more — CompTIA PenTest+ or Google Cloud Professional ML Engineer?
CompTIA PenTest+ has an average salary uplift of +$14,000/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 — CompTIA PenTest+ or Google Cloud Professional ML Engineer?
CompTIA PenTest+ is the better starting point — it's rated intermediate and costs less. Use it as a stepping stone toward Google Cloud Professional ML Engineer.