3.7 KiB
Market evidence report — cloud-software-developer
Source: 22 real job ads (JSearch API, countries: us 22), extracted into the MSSQL evidence store; as of 2026-07-10. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).
Seniority distribution
| Seniority | Ads | Share |
|---|---|---|
| mid | 16 | 73 % |
| senior | 5 | 23 % |
| junior | 1 | 5 % |
Tools — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | Docker | 11 | 50 % |
| 2 | Kubernetes | 10 | 45 % |
| 3 | AWS | 9 | 41 % |
| 4 | Terraform | 8 | 36 % |
| 5 | Ansible | 5 | 23 % |
| 6 | Java | 5 | 23 % |
| 7 | Python | 5 | 23 % |
| 8 | AWS Lambda | 3 | 14 % |
| 9 | Azure | 3 | 14 % |
| 10 | CloudFormation | 3 | 14 % |
| 11 | GitLab | 3 | 14 % |
Hard skills — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | software development | 13 | 59 % |
| 2 | data processing | 6 | 27 % |
| 3 | requirements analysis | 5 | 23 % |
| 4 | ci/cd pipeline development | 4 | 18 % |
| 5 | cloud architecture design | 4 | 18 % |
| 6 | cloud migration | 4 | 18 % |
| 7 | system design | 4 | 18 % |
| 8 | data analytics | 3 | 14 % |
| 9 | infrastructure as code | 3 | 14 % |
| 10 | performance optimization | 3 | 14 % |
| 11 | system integration | 3 | 14 % |
| 12 | troubleshooting | 3 | 14 % |
Methods — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | agile development | 5 | 23 % |
| 2 | ci/cd | 4 | 18 % |
| 3 | ci/cd pipelines | 4 | 18 % |
| 4 | infrastructure as code | 4 | 18 % |
| 5 | devops | 3 | 14 % |
| 6 | devsecops | 3 | 14 % |
| 7 | infrastructure as code (iac) | 3 | 14 % |
| 8 | microservices architecture | 3 | 14 % |
Responsibilities — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | system maintenance | 3 | 14 % |
Regional breakdown
Corpus note: 22 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
US (us)
Insufficient evidence — 22 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
UK (gb)
Insufficient evidence — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
EU/DACH (de, at, ch, nl)
Insufficient evidence — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
Job title variants in the market
| Title | Ads |
|---|---|
| Cleared Onsite Cloud Developer (5239) | 1 |
| Cloud Analytic Software Engineer | 1 |
| Cloud Developer with Security Clearance | 1 |
| Cloud Software Developer | 1 |
| Cloud Software Developer and Integrator - Lockheed Martin - US | 1 |
| Cloud Software Engineer | 1 |
| Cloud Software Engineer - Big Data & Distributed Systems | 1 |
| Cloud Software Engineer (Development) | 1 |
| Cloud Software Engineer (Remote) | 1 |
| Cloud Software Engineer 1 | 1 |
| Cloud Software Engineer TS/SCI w Poly | 1 |
| Cloud Software Engineer TS/SCI w/Poly | 1 |
| Cloud Software Engineer/Developer | 1 |
| Cloud Software Engineer-TS/SCI with poly | 1 |
| Dev Ops Cloud Developer | 1 |
| Full Stack Cloud Software Engineer, Senior | 1 |
| Java Cloud Developer | 1 |
| Senior Cloud Software Engineer - DoD/IC Cloud; Java/K8s | 1 |
| Senior Software Developer, Cloud | 1 |
| Software Engineer - Infrastructure | 1 |
| Software Engineer (Distributed Web Applications & Cloud, SWE2) [ with Security Clearance | 1 |
| Sr Software Engineer - Cloud (Hybrid) | 1 |
Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold.