# Market evidence report — architect

Source: **58 real job ads** (JSearch API, countries: us 58), extracted into the MSSQL evidence store; as of 2026-07-08.
This report contains extracted, aggregated facts only — no ad text is
reproduced (copyright / platform terms).

## Seniority distribution

| Seniority | Ads | Share |
|---|---|---|
| senior | 31 | 53 % |
| mid | 21 | 36 % |
| junior | 4 | 7 % |
| lead | 2 | 3 % |

## Tools — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | Revit | 17 | 29 % |
| 2 | AWS | 9 | 16 % |
| 3 | AutoCAD | 7 | 12 % |
| 4 | Azure | 6 | 10 % |
| 5 | Kubernetes | 6 | 10 % |
| 6 | DataBricks | 5 | 9 % |
| 7 | Microsoft Excel | 5 | 9 % |
| 8 | Microsoft Office | 5 | 9 % |
| 9 | SketchUp | 5 | 9 % |
| 10 | Bluebeam | 4 | 7 % |
| 11 | Enscape | 4 | 7 % |
| 12 | Git | 4 | 7 % |
| 13 | Java | 4 | 7 % |
| 14 | Oracle | 4 | 7 % |
| 15 | Python | 4 | 7 % |
| 16 | PyTorch | 4 | 7 % |
| 17 | Rhino | 4 | 7 % |
| 18 | Scikit-learn | 4 | 7 % |
| 19 | Terraform | 4 | 7 % |
| 20 | Adobe Suite | 3 | 5 % |
| 21 | Amazon ECS | 3 | 5 % |
| 22 | Amazon Web Services (AWS) | 3 | 5 % |
| 23 | Appian | 3 | 5 % |
| 24 | AWS Bedrock | 3 | 5 % |
| 25 | Claude | 3 | 5 % |
| 26 | Docker | 3 | 5 % |
| 27 | Google Cloud | 3 | 5 % |
| 28 | Grasshopper | 3 | 5 % |
| 29 | Hadoop | 3 | 5 % |
| 30 | Kafka | 3 | 5 % |
| 31 | Microsoft Word | 3 | 5 % |
| 32 | PowerPoint | 3 | 5 % |
| 33 | Spark | 3 | 5 % |
| 34 | SQL Server | 3 | 5 % |
| 35 | TensorFlow | 3 | 5 % |

## Hard skills — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | architectural design | 12 | 21 % |
| 2 | data modeling | 10 | 17 % |
| 3 | construction administration | 7 | 12 % |
| 4 | solution architecture | 7 | 12 % |
| 5 | construction documentation | 6 | 10 % |
| 6 | solution design | 6 | 10 % |
| 7 | cloud architecture | 5 | 9 % |
| 8 | enterprise architecture | 5 | 9 % |
| 9 | project management | 5 | 9 % |
| 10 | building code knowledge | 4 | 7 % |
| 11 | code compliance | 4 | 7 % |
| 12 | data processing | 4 | 7 % |
| 13 | database design | 4 | 7 % |
| 14 | technical documentation | 4 | 7 % |
| 15 | technical leadership | 4 | 7 % |
| 16 | configuration management | 3 | 5 % |
| 17 | design development | 3 | 5 % |
| 18 | network design | 3 | 5 % |
| 19 | requirements analysis | 3 | 5 % |
| 20 | requirements gathering | 3 | 5 % |
| 21 | schematic design | 3 | 5 % |
| 22 | software development | 3 | 5 % |
| 23 | system architecture | 3 | 5 % |
| 24 | system design | 3 | 5 % |
| 25 | system integration | 3 | 5 % |
| 26 | systems engineering | 3 | 5 % |
| 27 | troubleshooting | 3 | 5 % |

## Methods — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | agile delivery | 4 | 7 % |
| 2 | devsecops | 4 | 7 % |
| 3 | agile development | 3 | 5 % |
| 4 | ci/cd pipelines | 3 | 5 % |
| 5 | devops | 3 | 5 % |
| 6 | infrastructure as code (IaC) | 3 | 5 % |
| 7 | mlops | 3 | 5 % |
| 8 | process improvement | 3 | 5 % |

## Responsibilities — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | code review | 4 | 7 % |
| 2 | solution design | 4 | 7 % |
| 3 | team leadership | 4 | 7 % |
| 4 | technical guidance | 4 | 7 % |
| 5 | technical leadership | 4 | 7 % |
| 6 | junior engineer mentoring | 3 | 5 % |
| 7 | material selection | 3 | 5 % |
| 8 | site visits | 3 | 5 % |
| 9 | technical documentation creation | 3 | 5 % |

## Job title variants in the market

| Title | Ads |
|---|---|
| Architectural Designer | 2 |
| Project Architect | 2 |
| Senior AI/ML Architect | 2 |
| .Net Architect | 1 |
| Agentic AI Architect - Intelligence Engineering (East) | 1 |
| AI Architect | 1 |
| AI/ML Solutions Architect | 1 |
| Appian Architect - Civilian | 1 |
| Appian Architect - National Security | 1 |
| Appian Architect with Security Clearance | 1 |
| Architect | 1 |
| Architect - Career level (Advanced Manufacturing) | 1 |
| Architect (Historic Preservation) | 1 |
| Architect / Designer (Levels I / II / III) | 1 |
| Architect 1 | 1 |
| Architect- Sports | 1 |
| Architectural Design Coordinator — Project & Documentation | 1 |
| Architectural Designer — Client‑Facing, Multi‑Project Studio | 1 |
| Architectural Designer (0-3 years experience) | 1 |
| Architectural Designer, Community | 1 |
| Chief Enterprise Architect | 1 |
| Cleared Chief Data Architect Jobs | 1 |
| Cloud Security Architect Jobs | 1 |
| Cloud Solution Architect | 1 |
| Data Privacy Architect | 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.