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?
Politician
20%
#459 / 623
View rankingPolitician
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 |
|---|---|---|---|
Speeches, notes and social pieces.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 45% | +8.1 |
Legislative dossiers and template amendments.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 35% | +5.6 |
Plenaries, committees and negotiation.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 10% | +1.8 |
Street, rallies and district listening.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 8% | +1.4 |
Press, debates and crisis.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Cast the vote and own the office.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 10% | +1.4 |
| Total | 100% | 20% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Speeches, notes and social pieces
- Plenaries, committees and negotiation
- Street, rallies and district listening
- Press, debates and crisis
- Cast the vote and own the office
- politico
- politician
- diputado
- concejal
- alcalde
Sources for this job· O*NET 11-1031.00· ESCO/ISCO 1111