DevOps Engineer vs Solutions Architect: which is more exposed to AI?
DevOps Engineer carries 10 points more AI exposure than Solutions Architect.
DevOps Engineer sits at 58% time-weighted AI exposure against 48% for Solutions Architect, a 10-point gap driven by the 40% of devops engineer 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. Both roles sit inside Computer & Math, so the exposure difference reflects task design rather than a change of field.
Seven dimensions, side by side.
What actually creates the gap.
DevOps Engineers spend 40% 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 "author runbooks and documentation", graded at 82% and worth 8% of the role's time. That one task accounts for more of the gap than any difference in seniority, tooling, or industry.
- Author runbooks and documentation82% · 8% time
- Write infrastructure-as-code (Terraform, Helm)78% · 18% time
- Write CI/CD pipeline configuration74% · 14% time
- Cross-team reliability planning14% · 8% time
- Platform architecture decisions19% · 10% time
- Incident response and post-mortems22% · 16% 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, procedural — that is the part of your experience that travels intact. The real divide is procedural: DevOps Engineers score 88 there against 60 for Solutions Architects, a 28-point spread. That is the gap you would actually have to close.
| DIMENSION | DEVOPS ENGINEER | SOLUTIONS ARCHITECT |
|---|---|---|
| Procedural | 88 | 60 |
DevOps Engineer appears in our dataset as a mapped adjacent career for Solutions Architects: the move raises exposure by 10 points, landing at 58%. Switch difficulty reads low — capability profiles are 14 points apart on average and both sit in the same family.
Score your own exposure in 8 questions →Common questions.
Is DevOps Engineer or Solutions Architect more at risk from AI?
DevOps Engineer. It scores 58% time-weighted AI exposure against 48% for Solutions Architect — a 10-point gap. 40% of devops engineer work time is already fully substitutable by current models, versus 32% for Solutions Architects.
Which pays more, DevOps Engineer or Solutions Architect?
Solutions Architect, by roughly $14k at the median ($140k versus $126k). 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 devops engineer switch to being a solutions architect?
DevOps Engineer appears in our dataset as a mapped adjacent career for Solutions Architects: the move raises exposure by 10 points, landing at 58%. Switch difficulty reads low — capability profiles are 14 points apart on average and both sit in the same family.
Which role is growing faster, DevOps Engineer or Solutions Architect?
DevOps Engineer, at 14% projected ten-year growth versus 12% — a 2-point difference. Growth and AI exposure are separate signals: a role can grow in headcount while the content of the work is substantially rewritten.