AWS Data Engineer – Associate vs GCP Professional Data Engineer

Updated: 2025-04-10 Methodology

AWS Certified Data Engineer – Associate vs Google Cloud Professional Data Engineer: two cloud-native data engineering certifications from the top cloud providers. AWS DEA validates data pipeline and analytics skills on AWS, while GCP PDE tests advanced data engineering on Google Cloud with a focus on machine learning integration.

$125K
AWS Data Engineer – Associate
$140K
GCP Professional Data Engineer

Side-by-Side Comparison

Feature AWS Data Engineer – AssociateGCP Professional Data Engineer
Provider AWSGoogle Cloud
Level AssociateProfessional
Exam Cost $150$200
Avg Salary $125,000$140,000
Pass Rate 68%55%
Study Hours 120h160h
Difficulty 6/108/10
Job Listings 18.0K14.0K

Our Verdict

AWS Data Engineer Associate is the safer bet for most professionals — AWS leads in market share, job listings (18K vs 14K), exam cost ($150 vs $200), and accessibility (68% pass rate vs GCP's 55%). GCP Professional Data Engineer commands a $15K salary premium ($140K vs $125K) and signals senior-level expertise, but demands 160 hours of study at difficulty 8/10. Choose based on your target employer's cloud platform: AWS for the broadest market reach, GCP if you work with BigQuery or want to demonstrate advanced data engineering and ML integration skills.

Choose AWS Data Engineer – Associate if you...

  • Prefer a more accessible exam (68% pass rate)
  • Want a lower exam cost ($150 vs $200)
  • Want broader job market demand (18.0K listings)
  • Prefer a less challenging exam path (6/10 difficulty)

Choose GCP Professional Data Engineer if you...

  • Want higher earning potential ($140K vs $125K avg)
  • Focus on Google Cloud ecosystem and professional-level roles

Deep Dive Into Each Certification

AWS Data Engineer – Associate

AWS · Associate · $125K avg

GCP Professional Data Engineer

Google Cloud · Professional · $140K avg

Frequently Asked Questions

Which cloud data engineer certification pays more?
GCP Professional Data Engineer averages $140,000 compared to AWS Data Engineer Associate's $125,000. The $15K gap is partly due to the certification levels — GCP's is professional-level while AWS's is associate-level. GCP certified engineers also tend to work at companies (tech firms, data-intensive startups) that pay premium salaries. However, AWS has significantly more total job openings.
Should I get both AWS and GCP data engineering certifications?
If you work in multi-cloud environments or consulting, holding both is a strong differentiator. Start with the platform your current employer uses, gain practical experience, then add the second. Having both signals versatility and deep data engineering knowledge. However, for most professionals, depth in one platform plus hands-on experience is more valuable than collecting certifications.

Related Career Paths

Data Engineer

Data engineers design, build, and maintain the infrastructure and pipelines that move and transform ...

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Database Administrator / Data Engineer

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Data Sources

  • Salary data — Aggregated from job postings and salary surveys (US median)
  • Job listings — Active postings across major job boards
  • Pass rates — Community-reported estimates