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?
Diplomat
22%
#329 / 623
View rankingDiplomat
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 |
|---|---|---|---|
Draft cables, notes and briefings.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 42% | +8.4 |
Analyse press, law and positions.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 35% | +5.6 |
Negotiate, represent and keep protocol.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 12% | +2.2 |
Report to capital and take instruction.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 10% | +1.6 |
Contact net, receptions and crises.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
Decide the margin and not bind the State.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Draft cables, notes and briefings
- Analyse press, law and positions
- Negotiate, represent and keep protocol
- Report to capital and take instruction
- Contact net, receptions and crises
- Decide the margin and not bind the State
- diplomatico
- diplomat
- embajador
Sources for this job· O*NET 19-3094.00· ESCO/ISCO 1112