119 lines
3.8 KiB
Markdown
119 lines
3.8 KiB
Markdown
# Market evidence report — application-engineer
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Source: **69 real job ads** (JSearch API, countries: us 69), extracted into the MSSQL evidence store; as of 2026-07-08.
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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 | 44 | 64 % |
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| senior | 14 | 20 % |
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| junior | 7 | 10 % |
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| lead | 3 | 4 % |
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| n/a | 1 | 1 % |
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## Tools — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | AWS | 9 | 13 % |
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| 2 | JIRA | 8 | 12 % |
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| 3 | Microsoft Excel | 8 | 12 % |
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| 4 | Angular | 6 | 9 % |
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| 5 | Docker | 6 | 9 % |
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| 6 | Microsoft Office | 6 | 9 % |
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| 7 | Python | 6 | 9 % |
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| 8 | AutoCAD | 5 | 7 % |
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| 9 | Kubernetes | 5 | 7 % |
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| 10 | SQL | 5 | 7 % |
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| 11 | Confluence | 4 | 6 % |
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| 12 | Java | 4 | 6 % |
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| 13 | GIT | 3 | 4 % |
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| 14 | Javascript | 3 | 4 % |
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| 15 | React | 3 | 4 % |
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| 16 | TypeScript | 3 | 4 % |
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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 | troubleshooting | 12 | 17 % |
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| 2 | software development | 9 | 13 % |
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| 3 | data analysis | 7 | 10 % |
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| 4 | debugging | 7 | 10 % |
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| 5 | software design | 5 | 7 % |
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| 6 | api design | 4 | 6 % |
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| 7 | application development | 4 | 6 % |
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| 8 | cost estimation | 4 | 6 % |
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| 9 | equipment selection | 4 | 6 % |
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| 10 | project management | 4 | 6 % |
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| 11 | requirements analysis | 4 | 6 % |
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| 12 | system integration | 4 | 6 % |
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| 13 | technical documentation | 4 | 6 % |
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| 14 | testing | 4 | 6 % |
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| 15 | application design | 3 | 4 % |
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| 16 | data modeling | 3 | 4 % |
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| 17 | data visualization | 3 | 4 % |
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| 18 | engineering drawing interpretation | 3 | 4 % |
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| 19 | optimization | 3 | 4 % |
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| 20 | performance optimization | 3 | 4 % |
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| 21 | problem solving | 3 | 4 % |
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| 22 | system architecture | 3 | 4 % |
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| 23 | system configuration | 3 | 4 % |
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| 24 | system testing | 3 | 4 % |
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| 25 | web application development | 3 | 4 % |
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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 | 7 | 10 % |
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| 2 | scrum | 5 | 7 % |
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| 3 | agile methodologies | 3 | 4 % |
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| 4 | devops | 3 | 4 % |
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## Responsibilities — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | application development | 5 | 7 % |
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| 2 | customer communication | 4 | 6 % |
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| 3 | system integration | 4 | 6 % |
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| 4 | documentation | 3 | 4 % |
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| 5 | team leadership | 3 | 4 % |
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| 6 | technical issue resolution | 3 | 4 % |
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## Job title variants in the market
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| Title | Ads |
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|---|---|
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| Implementation Engineer | 2 |
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| 3rd Shift Test Technician | 1 |
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| Angular/NodeJS Developer - II | 1 |
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| Application Development Engineer (Junior) | 1 |
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| Application Engineer | 1 |
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| Application Engineer - II | 1 |
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| Application Engineer - MV Drives | 1 |
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| Application Engineer IV | 1 |
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| Application Modernization Engineer (C++/Java) | 1 |
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| Applications Engineer | 1 |
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| Applications Engineer - Data Center-Electrical Power Solutions | 1 |
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| Applications Engineer – Java Software Engineer | 1 |
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| Applications Engineer (UI) | 1 |
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| Applications Engineer II (REMOTE) | 1 |
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| Cloud Application Engineer | 1 |
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| Configuration Manager / Tools Engineer with Security Clearance | 1 |
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| Controls & Integration Engineer II, Electrical | 1 |
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| Data Center Controls Tech, Data Center Capacity Delivery - Controls | 1 |
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| Data Engineer Senior Analyst | 1 |
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| DSP Application Engineer | 1 |
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| Engineering Specialist - CRO | 1 |
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| Engineering Specialist - Customer Application Engineer | 1 |
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| Engineering Specialist (Flex Staff) | 1 |
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| ENGINEERING TECHNICIAN | 1 |
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| Engineering Technician 3/4 | 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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