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What Solutions Architect job postings ask for

Python appears in 63% of Solutions Architect job postings, followed by AWS (37%) and Azure (32%) — counted across 634 live postings from company career sites.

Every term below was counted in real postings published by employers. We tally what each posting names at least once, so one keyword-stuffed listing can’t inflate a number.

Counted across 634 Solutions Architect postings gathered from company career sites and seen in the last 90 days. Percentages are the share of those postings naming each term. Last verified against live postings on ; re-checked every six hours.

Skills and tools, most-asked first

  1. Python63% · 399 of 634
  2. AWS37% · 235 of 634
  3. Azure32% · 203 of 634
  4. GCP32% · 203 of 634
  5. Scala29% · 184 of 634
  6. SQL28% · 178 of 634
  7. Java25% · 159 of 634
  8. JavaScript23% · 146 of 634
  9. AI21% · 133 of 634
  10. Apache spark15% · 95 of 634
  11. Databricks15% · 95 of 634
  12. CI/CD13% · 82 of 634
  13. R13% · 82 of 634
  14. Kubernetes11% · 70 of 634
  15. Spark11% · 70 of 634
  16. Mlops11% · 70 of 634
  17. Delta lake10% · 63 of 634
  18. TypeScript9% · 57 of 634
  19. Mlflow9% · 57 of 634
  20. Data science8% · 51 of 634
  21. Node.js8% · 51 of 634
  22. Hadoop7% · 44 of 634
  23. Ai apis7% · 44 of 634
  24. Bash7% · 44 of 634
  25. ML7% · 44 of 634

Questions about this data

What skills do most Solutions Architect job postings ask for?

Across 634 Solutions Architect postings from the last 90 days, the most frequently named are Python (63%), AWS (37%), Azure (32%). Each percentage is the share of those postings naming the term at least once.

How common is Apache spark in Solutions Architect postings?

Apache spark appears in 15% of the 634 Solutions Architect postings counted — roughly 95 of them. That places it mid-pack rather than near-universal, which is worth knowing before you rewrite a résumé around it.

Where does this Solutions Architect data come from?

Public job postings published by employers on their own career sites, collected through the official Greenhouse, Lever and Ashby job-board APIs. It is a count of 634 real postings seen in the last 90 days — not a survey, an estimate, or a model's guess.

Should I add these skills to my résumé?

Only the ones you genuinely have. Frequency tells you which terms to surface and phrase in the employer's own words if they are already true of you. Adding a skill you can't defend is the fastest way to fail an interview, so FreshStartr reports gaps rather than writing them in.

Other roles we track

Which of these does your résumé actually evidence?

Paste a Solutions Architect posting and you get a line-by-line match report: what you already prove, and what you don’t. Gaps are reported, never written in for you.

Check my résumé