Construction & Engineering
Architects
Low ExposureMedian wage $99,280
Read full reading on Architects →
AI Exposure · 2026 Reading
Architects vs Solutions Architects AI Exposure
Two architect titles serving different industries. Both retain low AI-exposure because of credentialing and complex design work; the split is physical-built environment versus software systems.
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The AI-exposure read
Architects vs Solutions Architects: which is more exposed to AI?
Architects carries the steeper AI-exposure profile: 19/100 versus Solutions Architects at 16/100. Architects (built environment) carry weight on building design, planning approvals, and the credentialed work for physical structures. Solutions architects (software) carry weight on system design, technology selection, and the cross-stakeholder work in software projects.
Both retain low AI-exposure because senior architecture work is among the more AI-resistant titles in their respective industries. The fundamentals overlap. Both own technical design decisions across multiple systems. So the gap between them is structural, not a difference of skill set. On pay, Architects sit at $99,280 median in the United States; Solutions Architects at $116,580. In both cases the durable move is the same: shift toward the judgment, accountability, and system-design work that current AI tooling cannot absorb.
Pay gap
$17,300
Solutions Architects earn more (+17%)
Exposure gap
3 pts
Architects more exposed
Lower-risk pick
Solutions Architects
Lower automation exposure
Overlap and Divergence
Where Architects and Solutions Architects meet, and where they part
Shared traits show where lateral moves between the roles are most plausible and where the same durability strategies apply to both. Divergence points are the structural differences that change the migration paths, the durable skill sets, and the next-six-months moves.
What's the same
Shared structural traits
- Both own technical design decisions across multiple systems.
- Both are insulated by judgment, accountability, and stakeholder authority.
- Both can migrate upward into principal engineer or CTO roles.
What's different
Key divergence points
- Architects (built environment) carry weight on building design, planning approvals, and the credentialed work for physical structures.
- Solutions architects (software) carry weight on system design, technology selection, and the cross-stakeholder work in software projects.
- Both retain low AI-exposure because senior architecture work is among the more AI-resistant titles in their respective industries.
AI Exposure Spectrum
Where each role sits on the compression curve
The bar below maps the three risk zones AI Career Index uses. The marker for each role shows roughly where its routine-production layer falls under current AI tooling.
Architects
Solutions Architects
High exposure
Moderate
Low exposure
40 to 60% of routine tasks
20 to 40%
Under 20%
Inside the Work
What Architects and Solutions Architects actually do
The top task statements each role carries in the O*NET occupation database. The verbatim text comes from the US Department of Labor's structured occupational data, so the gap between these two lists is the structural gap between the two jobs as the labour market formally records them.
A typical week as
Architects
A typical week for architects centres on the core work of the role: the day-to-day production work, the coordination with the people around it, and the judgment calls that the work demands. Tooling like Spacemaker AI, Hypar, TestFit now sits in the day-to-day workflow. The low-exposure reading reflects the role's reliance on judgment, licensure, accountability, or physical presence that current AI tooling cannot substitute.
A typical week as
Solutions Architects
A typical week for solutions architects mixes implementation work with the system-level decisions behind it: architecture trade-offs, code review, incident response, and the conversations that decide what gets built next. Tooling like GitHub Copilot, Cursor, Claude Code now sits in the day-to-day workflow. The low-exposure reading reflects the role's reliance on judgment, licensure, accountability, or physical presence that current AI tooling cannot substitute.
Construction & Engineering
Architects
- Develop final construction plans that include aesthetic representations of the structure or details for its construction.
- Prepare scale drawings or architectural designs, using computer-aided design or other tools.
- Prepare information regarding design, structure specifications, materials, color, equipment, estimated costs, or construction time.
- Consult with clients to determine functional or spatial requirements of structures.
- Meet with clients to review or discuss architectural drawings.
O*NET-SOC code · 17-1011.00
Technology
Solutions Architects
- Communicate with staff or clients to understand specific system requirements.
- Investigate system component suitability for specified purposes, and make recommendations regarding component use.
- Provide customers or installation teams guidelines for implementing secure systems.
- Direct the analysis, development, and operation of complete computer systems.
- Direct the installation of operating systems, network or application software, or computer or network hardware.
O*NET-SOC code · 15-1299.08
Day-to-Day Work Split
How Architects and Solutions Architects actually spend the week
Roughly how each role splits its week across the three layers AI Career Index tracks. Routine production is the layer AI tooling compresses fastest. The bigger that slice, the more exposed the role.
Architects
20%
45%
35%
Solutions Architects
20%
45%
35%
Routine production · What AI absorbs first
Judgement and decisions · Mostly durable
Relational and accountability · AI cannot reach
Role Profiles
Architects and Solutions Architects side by side
The high-level positioning for each role: category, AI exposure band, and median wage. Use this as the orientation point before reading the structural divergence below.
Also Known As
Alternate titles and US footprint
The alternate titles each role goes by in job listings, plus the size of each role's US labour-market footprint. Useful when the title on a job description does not match either role exactly: the alternate-title list shows which canonical role the listing actually belongs to.
Architects
Job listings also call this
Licensed ArchitectAIA-Member ArchitectRegistered ArchitectProject Architect
US employment
106,770workers
Solutions Architects
Job listings also call this
Cloud Solution ArchitectWeb ArchitectCloud ArchitectSystems ArchitectSolutions EngineerKnowledge Architect
US employment
435,370workers
Employment figures are from the US Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025 release. BLS reports employment at the SOC-code level: roles sharing a SOC code share an employment count by definition.
The Verdict
Which one should you pick?
Most readers come here for an answer, not just a comparison. Here is the structural read on which role wins on durability, and which one wins on what each is best at.
For durability
Pick Solutions Architects
Sits further from the routine-production layer AI tooling compresses fastest. The structural exposure is lower, the wage path is more defensible.
For shared skills
Lateral moves are real
Both own technical design decisions across multiple systems.
If you stay in Architects
Migrate up the stack
Architects face more exposure but retain durable migration paths into senior, accountability-bearing seats. The next 6 months of intentional moves matters more than years of tenure.
At-a-Glance Comparison
Architects vs Solutions Architects on the structural drivers
The dimensions that determine how the two roles diverge under AI: exposure band, US median wage, top durable skill, and the most relevant structural attributes. Each row is sourced from the role's full reading.
At-a-glance comparison
–
Architects
Solutions Architects
AI exposure score
19 /100
16 /100
Risk band (2026)
Low Exposure
Low Exposure
Real-world AI adoption
7.8%
31%
Routine tasks AI-substitutable
under 20 percent
under 20 percent
Median annual wage (US)
$99,280
$116,580
Entry-level wage (10th pct)
$62,300
$55,940
Senior wage (75th pct)
$126,550
$157,500
Total US employment
106,770
435,370
Top durable skill
On-site judgment under unforeseen conditions
Security accountability and threat modelling
O*NET-SOC code
17-1011.00
15-1299.08
Reviewed by AI Career Index Research · Methodology v3 · 2026 ·Read the methodology →
AI tool overlap
The AI tools actually doing the work in each role
Where the same tool already appears in both workflows, the substitution path is shared. Where they diverge, the compression vectors do too.
Both roles use
- ChatGPTProject-brief drafting, client communication, and specification writing.
Only Architects
- Spacemaker AIAI-driven generative site design and urban planning by Autodesk.
- HyparAI-powered building-design generation and BIM automation.
- TestFitAI-driven site-planning and feasibility-analysis platform.
- Autodesk AIAI features across Revit, AutoCAD, and Civil 3D.
- MaketAI generative residential-design platform.
Only Solutions Architects
- GitHub CopilotInline code completion and chat across the IDE.
- CursorAI-native IDE with multi-file edit and codebase indexing.
- Claude CodeAgentic coding assistant for refactors, tests, and PRs.
- TabninePrivacy-focused AI completion trained on your own code.
- Sourcegraph CodyCodebase-aware AI assistant designed for large monorepos.
FAQ
Common questions
Go Deeper
Want the full structural reading?
Each individual role page goes deeper than the comparison view: automation risk, AI tools currently affecting the role, the structural skill map, the 6-month action plan, and the full occupation data block. Read both readings to make a fully informed call between Architects and Solutions Architects.
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"People assume engineering leaders are safe from AI. The report was more careful than that. It separated managers who mostly review code from those who design the systems. The first kind is exposed, the second is not. My role needed adjusting, and the report told me exactly how."
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Ravi Menon
Chief Technology Officer · Mumbai, India
"What it showed about finance jobs matched what I had watched happen inside my own firm. Junior analyst work has been thinning out for two years, while senior deal work has not. It gave me clear words for something our partners had been sensing but could not name."
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Charlotte Dubois
Investment Director · Geneva, Switzerland
"The forecast of where my career is heading was the most useful part. It is not about where you are today, it is about where you end up if you do nothing. Seeing the next two years laid out as a simple chart made me act right away. I stopped coasting that week."
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Hiroshi Tanaka
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