Automation index
How much of a SOC analyst’s job can AI already do?
An alert and a playbook come earlier. Calling it an incident and cutting it off in time do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
SOC analyst
28%
AI can already do 28% of this job.
#80 / 623
View rankingSOC analyst
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Triage, SIEM and the alert playbook.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
The false positive and the one that is ransomware.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
IOCs, correlation and the ticket.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
24x7 shift, handoff and the note to the CISO.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Contain, isolate and not killing the business.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Cut it off in time, and not ignoring the awkward alert.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- alert triage
- SIEM
- SOC playbooks
- IOCs
- contain incidents
- 24x7 shift
- ransomware
- event correlation
Sources for this job· O*NET 15-1212.00· ESCO/ISCO 2529
IS WORK OVER?
Crime scene technician
23%
#315 / 623
View rankingCrime scene technician
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Inspection, photos and the scene sketch.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Collect traces, prints and the DNA that gets walked on.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 12% | +2.2 |
Chain of custody, labels and the lab.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Report, reconstruction and the file.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The dirty scene, the rush and the one who enters ungloved.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That it holds in court, and not breaking the chain.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 23% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- collect traces
- fingerprints
- chain of custody
- photograph scenes
- forensic DNA
- scene sketch
- police lab
- not contaminate
Sources for this job· O*NET 19-4092.00· ESCO/ISCO 3119