5.3 KiB
Market evidence report — integration-engineer
Source: 42 real job ads (JSearch API, countries: us 42), extracted into the MSSQL evidence store; as of 2026-07-14. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).
Seniority distribution
| Seniority | Ads | Share |
|---|---|---|
| mid | 30 | 71 % |
| senior | 12 | 29 % |
Tools — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | AWS | 8 | 19 % |
| 2 | Docker | 8 | 19 % |
| 3 | Ansible | 7 | 17 % |
| 4 | Kubernetes | 7 | 17 % |
| 5 | Azure | 6 | 14 % |
| 6 | Jira | 6 | 14 % |
| 7 | Python | 6 | 14 % |
| 8 | GIT | 5 | 12 % |
| 9 | Linux | 5 | 12 % |
| 10 | Bash | 4 | 10 % |
| 11 | GitLab | 4 | 10 % |
| 12 | Jenkins | 4 | 10 % |
| 13 | RHEL | 4 | 10 % |
| 14 | Confluence | 3 | 7 % |
| 15 | Elasticsearch | 3 | 7 % |
| 16 | Grafana | 3 | 7 % |
| 17 | Terraform | 3 | 7 % |
| 18 | XML | 3 | 7 % |
Hard skills — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | system integration | 13 | 31 % |
| 2 | systems integration | 12 | 29 % |
| 3 | troubleshooting | 10 | 24 % |
| 4 | data analysis | 6 | 14 % |
| 5 | network administration | 5 | 12 % |
| 6 | scripting | 5 | 12 % |
| 7 | software testing | 5 | 12 % |
| 8 | system validation | 5 | 12 % |
| 9 | systems engineering | 5 | 12 % |
| 10 | technical documentation | 5 | 12 % |
| 11 | requirements management | 4 | 10 % |
| 12 | software development | 4 | 10 % |
| 13 | software integration | 4 | 10 % |
| 14 | system testing | 4 | 10 % |
| 15 | automation | 3 | 7 % |
| 16 | debugging | 3 | 7 % |
| 17 | enterprise application integration | 3 | 7 % |
| 18 | risk assessment | 3 | 7 % |
| 19 | root cause analysis | 3 | 7 % |
| 20 | software compilation | 3 | 7 % |
| 21 | software installation | 3 | 7 % |
| 22 | system administration | 3 | 7 % |
| 23 | systems analysis | 3 | 7 % |
| 24 | technical planning | 3 | 7 % |
Methods — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | Agile development | 10 | 24 % |
| 2 | SCRUM | 6 | 14 % |
| 3 | DevSecOps | 5 | 12 % |
| 4 | kanban | 4 | 10 % |
| 5 | infrastructure as code (IaC) | 3 | 7 % |
Responsibilities — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | issue resolution | 5 | 12 % |
| 2 | system integration | 5 | 12 % |
| 3 | system troubleshooting | 4 | 10 % |
| 4 | test execution | 4 | 10 % |
| 5 | software installation | 3 | 7 % |
| 6 | software solution development | 3 | 7 % |
| 7 | stakeholder briefing | 3 | 7 % |
| 8 | system maintenance | 3 | 7 % |
| 9 | system testing | 3 | 7 % |
| 10 | technical guidance | 3 | 7 % |
| 11 | timeline estimation | 3 | 7 % |
Regional breakdown
Corpus note: 42 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
US (us)
42 ads.
Top hard skills:
- system integration — 31 % (13 ads)
- systems integration — 29 % (12 ads)
- troubleshooting — 24 % (10 ads)
- data analysis — 14 % (6 ads)
- network administration — 12 % (5 ads)
- scripting — 12 % (5 ads)
- software testing — 12 % (5 ads)
- system validation — 12 % (5 ads)
- systems engineering — 12 % (5 ads)
- technical documentation — 12 % (5 ads)
Top tools:
- AWS — 19 % (8 ads)
- Docker — 19 % (8 ads)
- Ansible — 17 % (7 ads)
- Kubernetes — 17 % (7 ads)
- Azure — 14 % (6 ads)
- Jira — 14 % (6 ads)
- Python — 14 % (6 ads)
- GIT — 12 % (5 ads)
- Linux — 12 % (5 ads)
- Bash — 10 % (4 ads)
Seniority: mid 71 % · senior 29 %
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 |
|---|---|
| System Integration Engineer | 4 |
| Integration Engineer | 3 |
| Software Integration Engineer | 2 |
| System Integration Engineer Jobs | 2 |
| AI Integration Engineer | 1 |
| Data, Analytics, & Integration Engineer | 1 |
| Expert Level Systems Integration Engineer - Spectral Exploitation | 1 |
| Foundry Data Integration Engineer — AI-Driven Pipelines | 1 |
| Ground Segment Integration Engineer | 1 |
| Integration & Test Engineer SME | 1 |
| Integration Engineer Jobs | 1 |
| Lead Systems Integration Engineer | 1 |
| Multi-INT Systems Integration Engineer for IC/DoD | 1 |
| Senior Integration Engineer 680 | 1 |
| Senior System Integrator Engineer (TS/SCI) | 1 |
| Senior Systems Integration Engineer | 1 |
| Senior UKG ProWFM Integration Engineer | 1 |
| Software Engineer (Integration) | 1 |
| Software Integration Engineer (TS/SCI CI Poly Clearance Required) | 1 |
| Software Integration Engineer Annapolis Junction MD | 1 |
| System Integration Engineer with Security Clearance | 1 |
| Systems Integration Engineer | 1 |
| Systems Integration Engineer - Fairfax, VA | 1 |
| Systems Integration Engineer - Manassas, VA | 1 |
| Systems Integration Engineer - Senior | 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.