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What Solutions Architect job postings ask for

Python appears in 63% of Solutions Architect job postings, followed by AWS (38%) and Azure (34%) — counted across 987 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 987 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% · 622 of 987
  2. AWS38% · 375 of 987
  3. Azure34% · 336 of 987
  4. GCP33% · 326 of 987
  5. SQL32% · 316 of 987
  6. Scala26% · 257 of 987
  7. Java25% · 247 of 987
  8. JavaScript22% · 217 of 987
  9. AI19% · 188 of 987
  10. Apache spark15% · 148 of 987
  11. Databricks15% · 148 of 987
  12. CI/CD12% · 118 of 987
  13. Spark11% · 109 of 987
  14. Kubernetes11% · 109 of 987
  15. R10% · 99 of 987
  16. Mlops9% · 89 of 987
  17. Delta lake9% · 89 of 987
  18. Node.js8% · 79 of 987
  19. Hadoop8% · 79 of 987
  20. Mlflow8% · 79 of 987
  21. Kafka8% · 79 of 987
  22. TypeScript8% · 79 of 987
  23. Go7% · 69 of 987
  24. MongoDB7% · 69 of 987
  25. Data science7% · 69 of 987

Questions about this data

What skills do most Solutions Architect job postings ask for?

Across 987 Solutions Architect postings from the last 90 days, the most frequently named are Python (63%), AWS (38%), Azure (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 15% of the 987 Solutions Architect postings counted — roughly 148 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 987 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
What Solutions Architect job postings ask for · FreshStartr