146 lines
4.6 KiB
Markdown
146 lines
4.6 KiB
Markdown
# Market evidence report — architect
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Source: **58 real job ads** (JSearch API, countries: us 58), 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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| senior | 31 | 53 % |
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| mid | 21 | 36 % |
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| junior | 4 | 7 % |
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| lead | 2 | 3 % |
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## Tools — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | Revit | 17 | 29 % |
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| 2 | AWS | 9 | 16 % |
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| 3 | AutoCAD | 7 | 12 % |
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| 4 | Azure | 6 | 10 % |
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| 5 | Kubernetes | 6 | 10 % |
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| 6 | DataBricks | 5 | 9 % |
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| 7 | Microsoft Excel | 5 | 9 % |
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| 8 | Microsoft Office | 5 | 9 % |
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| 9 | SketchUp | 5 | 9 % |
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| 10 | Bluebeam | 4 | 7 % |
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| 11 | Enscape | 4 | 7 % |
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| 12 | Git | 4 | 7 % |
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| 13 | Java | 4 | 7 % |
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| 14 | Oracle | 4 | 7 % |
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| 15 | Python | 4 | 7 % |
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| 16 | PyTorch | 4 | 7 % |
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| 17 | Rhino | 4 | 7 % |
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| 18 | Scikit-learn | 4 | 7 % |
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| 19 | Terraform | 4 | 7 % |
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| 20 | Adobe Suite | 3 | 5 % |
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| 21 | Amazon ECS | 3 | 5 % |
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| 22 | Amazon Web Services (AWS) | 3 | 5 % |
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| 23 | Appian | 3 | 5 % |
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| 24 | AWS Bedrock | 3 | 5 % |
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| 25 | Claude | 3 | 5 % |
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| 26 | Docker | 3 | 5 % |
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| 27 | Google Cloud | 3 | 5 % |
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| 28 | Grasshopper | 3 | 5 % |
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| 29 | Hadoop | 3 | 5 % |
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| 30 | Kafka | 3 | 5 % |
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| 31 | Microsoft Word | 3 | 5 % |
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| 32 | PowerPoint | 3 | 5 % |
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| 33 | Spark | 3 | 5 % |
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| 34 | SQL Server | 3 | 5 % |
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| 35 | TensorFlow | 3 | 5 % |
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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 | architectural design | 12 | 21 % |
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| 2 | data modeling | 10 | 17 % |
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| 3 | construction administration | 7 | 12 % |
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| 4 | solution architecture | 7 | 12 % |
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| 5 | construction documentation | 6 | 10 % |
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| 6 | solution design | 6 | 10 % |
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| 7 | cloud architecture | 5 | 9 % |
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| 8 | enterprise architecture | 5 | 9 % |
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| 9 | project management | 5 | 9 % |
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| 10 | building code knowledge | 4 | 7 % |
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| 11 | code compliance | 4 | 7 % |
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| 12 | data processing | 4 | 7 % |
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| 13 | database design | 4 | 7 % |
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| 14 | technical documentation | 4 | 7 % |
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| 15 | technical leadership | 4 | 7 % |
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| 16 | configuration management | 3 | 5 % |
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| 17 | design development | 3 | 5 % |
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| 18 | network design | 3 | 5 % |
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| 19 | requirements analysis | 3 | 5 % |
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| 20 | requirements gathering | 3 | 5 % |
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| 21 | schematic design | 3 | 5 % |
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| 22 | software development | 3 | 5 % |
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| 23 | system architecture | 3 | 5 % |
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| 24 | system design | 3 | 5 % |
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| 25 | system integration | 3 | 5 % |
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| 26 | systems engineering | 3 | 5 % |
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| 27 | troubleshooting | 3 | 5 % |
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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 delivery | 4 | 7 % |
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| 2 | devsecops | 4 | 7 % |
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| 3 | agile development | 3 | 5 % |
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| 4 | ci/cd pipelines | 3 | 5 % |
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| 5 | devops | 3 | 5 % |
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| 6 | infrastructure as code (IaC) | 3 | 5 % |
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| 7 | mlops | 3 | 5 % |
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| 8 | process improvement | 3 | 5 % |
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## Responsibilities — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | code review | 4 | 7 % |
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| 2 | solution design | 4 | 7 % |
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| 3 | team leadership | 4 | 7 % |
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| 4 | technical guidance | 4 | 7 % |
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| 5 | technical leadership | 4 | 7 % |
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| 6 | junior engineer mentoring | 3 | 5 % |
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| 7 | material selection | 3 | 5 % |
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| 8 | site visits | 3 | 5 % |
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| 9 | technical documentation creation | 3 | 5 % |
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## Job title variants in the market
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| Title | Ads |
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|---|---|
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| Architectural Designer | 2 |
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| Project Architect | 2 |
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| Senior AI/ML Architect | 2 |
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| .Net Architect | 1 |
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| Agentic AI Architect - Intelligence Engineering (East) | 1 |
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| AI Architect | 1 |
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| AI/ML Solutions Architect | 1 |
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| Appian Architect - Civilian | 1 |
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| Appian Architect - National Security | 1 |
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| Appian Architect with Security Clearance | 1 |
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| Architect | 1 |
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| Architect - Career level (Advanced Manufacturing) | 1 |
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| Architect (Historic Preservation) | 1 |
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| Architect / Designer (Levels I / II / III) | 1 |
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| Architect 1 | 1 |
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| Architect- Sports | 1 |
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| Architectural Design Coordinator — Project & Documentation | 1 |
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| Architectural Designer — Client‑Facing, Multi‑Project Studio | 1 |
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| Architectural Designer (0-3 years experience) | 1 |
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| Architectural Designer, Community | 1 |
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| Chief Enterprise Architect | 1 |
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| Cleared Chief Data Architect Jobs | 1 |
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| Cloud Security Architect Jobs | 1 |
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| Cloud Solution Architect | 1 |
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| Data Privacy Architect | 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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