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