DevOps Engineer vs Security Engineer: which is more exposed to AI?
An 18-point gap separates these roles — Security Engineer is the more defensible seat.
DevOps Engineer sits at 58% time-weighted AI exposure against 40% for Security Engineer, an 18-point gap driven by the 40% of devops engineer work time that current models can already substitute outright. Security Engineer holds a larger human-critical core — 47% of the role's time sits in work like "advise leadership on risk acceptance" 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 19% for Security Engineers. 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
- Generate security reports82% · 5% time
- Run automated vulnerability scans78% · 6% time
- Draft security policies74% · 4% time
- Summarize threat intelligence72% · 4% time
- Advise leadership on risk acceptance12% · 8% time
- Respond to active intrusions15% · 16% time
- Lead red-team exercises20% · 9% 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 70 for Security Engineers, an 18-point spread. That is the gap you would actually have to close.
| DIMENSION | DEVOPS ENGINEER | SECURITY ENGINEER |
|---|---|---|
| Procedural | 88 | 70 |
Security Engineer appears in our dataset as a mapped adjacent career for DevOps Engineers: the move lowers exposure by 18 points, landing at 40%. Switch difficulty reads low — capability profiles are 9 points apart on average and both sit in the same family.
Score your own exposure in 8 questions →Common questions.
Is DevOps Engineer or Security Engineer more at risk from AI?
DevOps Engineer. It scores 58% time-weighted AI exposure against 40% for Security Engineer — an 18-point gap. 40% of devops engineer work time is already fully substitutable by current models, versus 19% for Security Engineers.
Which pays more, DevOps Engineer or Security Engineer?
DevOps Engineer, by roughly $1k at the median ($126k versus $125k). Note that the higher-paying role here is also the more AI-exposed one, which matters if you are weighing pay against durability.
Can a devops engineer switch to being a security engineer?
Security Engineer appears in our dataset as a mapped adjacent career for DevOps Engineers: the move lowers exposure by 18 points, landing at 40%. Switch difficulty reads low — capability profiles are 9 points apart on average and both sit in the same family.
Which role is growing faster, DevOps Engineer or Security Engineer?
Security Engineer, at 30% projected ten-year growth versus 14% — a 16-point difference. Growth and AI exposure are separate signals: a role can grow in headcount while the content of the work is substantially rewritten.