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 / 723
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?
Prison social worker
22%
#466 / 723
View rankingPrison social worker
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 |
|---|---|---|---|
Report, the board and the wing.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
The inmate, the family and the one who has nobody.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Leave, the risk and not jumping to a yes.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Outside, the flat and them not falling the first month.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The lawyer, the rush and not dressing it.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That the one who can leaves, and not selling cheap freedom.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- board reports
- prison leave
- wings
- release flats
- inmates' families
- risk
- first month outside
- not dress it
Sources for this job· O*NET 21-1023.00· ESCO/ISCO 2635