Business Analyst vs Solutions Architect: which is more exposed to AI?
A 20-point gap separates these roles — Solutions Architect is the more defensible seat.
Business Analyst sits at 68% time-weighted AI exposure against 48% for Solutions Architect, a 20-point gap driven by the 56% of business analyst work time that current models can already substitute outright. Solutions Architect holds a larger human-critical core — 34% of the role's time sits in work like "win technical trust with clients" that models score poorly on. The two sit in different families — Business and Computer & Math — so any move between them is a career change, not a lateral step.
Seven dimensions, side by side.
What actually creates the gap.
Business Analysts spend 56% of their time-weighted week on tasks a current model can produce end-to-end, against 32% for Solutions Architects. The single largest contributor is "create dashboards and business reports", graded at 84% and worth 10% of the role's time. That one task accounts for more of the gap than any difference in seniority, tooling, or industry.
- Create dashboards and business reports84% · 10% time
- Write user stories and acceptance criteria82% · 14% time
- Gather and document business requirements78% · 20% time
- Data analysis and process mapping76% · 12% time
- Requirements negotiation and prioritisation14% · 14% time
- Change management and communication16% · 12% time
- Stakeholder workshops and elicitation18% · 18% time
- Write solution proposals80% · 8% time
- Draft architecture diagrams78% · 10% time
- Produce reference configurations74% · 8% time
- Estimate costs and sizing72% · 6% time
- Win technical trust with clients14% · 10% time
- Navigate legacy and political realities18% · 8% time
- Own consequences of design choices20% · 4% time
Both roles lean on cognitive, judgement, social — that is the part of your experience that travels intact. The real divide is procedural: Business Analysts score 82 there against 60 for Solutions Architects, a 22-point spread. That is the gap you would actually have to close.
| DIMENSION | BUSINESS ANALYST | SOLUTIONS ARCHITECT |
|---|---|---|
| Procedural | 82 | 60 |
Solutions Architect appears in our dataset as a mapped adjacent career for Business Analysts: the move lowers exposure by 20 points, landing at 48%. Switch difficulty reads low — capability profiles are 11 points apart on average.
Score your own exposure in 8 questions →Common questions.
Is Business Analyst or Solutions Architect more at risk from AI?
Business Analyst. It scores 68% time-weighted AI exposure against 48% for Solutions Architect — a 20-point gap. 56% of business analyst work time is already fully substitutable by current models, versus 32% for Solutions Architects.
Which pays more, Business Analyst or Solutions Architect?
Solutions Architect, by roughly $52k at the median ($140k versus $88k). Note that the higher-paying role here is also the less AI-exposed one, which matters if you are weighing pay against durability.
Can a business analyst switch to being a solutions architect?
Solutions Architect appears in our dataset as a mapped adjacent career for Business Analysts: the move lowers exposure by 20 points, landing at 48%. Switch difficulty reads low — capability profiles are 11 points apart on average.
Which role is growing faster, Business Analyst or Solutions Architect?
Solutions Architect, at 12% projected ten-year growth versus 9% — a 3-point difference. Growth and AI exposure are separate signals: a role can grow in headcount while the content of the work is substantially rewritten.