FreshStartr

What Solutions Architect job postings ask for

Python appears in 61% of Solutions Architect job postings — the term employers name most often.

Counted across 944 Solutions Architect postings gathered from company career sites and seen in the last 90 days. Each percentage is the share of those postings naming the term at least once. Last verified ; re-checked every six hours.

How these numbers are counted

Skills and tools, most-asked first

  1. Python61% 576 of 944
  2. AWS37% 346 of 944
  3. SQL34% 319 of 944
  4. Azure33% 316 of 944
  5. GCP33% 307 of 944
  6. Scala23% 216 of 944
  7. JavaScript21% 195 of 944
  8. Java21% 194 of 944
  9. AI19% 180 of 944
  10. Apache spark14% 136 of 944
  11. Databricks14% 132 of 944
  12. CI/CD13% 127 of 944
  13. Kubernetes12% 115 of 944
  14. Spark10% 94 of 944
  15. Mlops10% 92 of 944
  16. R9% 86 of 944
  17. Go8% 77 of 944
  18. Node.js8% 75 of 944
  19. MongoDB8% 72 of 944
  20. TypeScript8% 72 of 944
  21. Terraform8% 72 of 944
  22. Kafka7% 65 of 944
  23. APIs7% 65 of 944
  24. C#7% 65 of 944
  25. Delta lake7% 62 of 944

Questions about this data

What skills do most Solutions Architect job postings ask for?

Across 944 Solutions Architect postings from the last 90 days, the most frequently named are Python (61%), AWS (37%), SQL (34%). 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 14% of the 944 Solutions Architect postings counted — 136 of them exactly. 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 944 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.

Tailor your résumé to a Solutions Architect posting