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.
