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?
Flight attendant
16%
#604 / 623
View rankingFlight attendant
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 |
|---|---|---|---|
Briefing, cabin inventory and flight reports.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 30% | +4.8 |
Cabin service, sales and requests.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 22% | +4 |
Safety, demo and emergency procedure.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 8% | +1.6 |
Conflict and disruptive-passenger handling.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 10% | +1.6 |
Care for minors, sick passengers and reduced mobility.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Coordination with cockpit and ground.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
| Total | 100% | 16% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Cabin service, sales and requests
- Safety, demo and emergency procedure
- Conflict and disruptive-passenger handling
- Coordination with cockpit and ground
- azafata
- auxiliar de vuelo
- tripulante de cabina
- flight attendant
- tcp
Sources for this job· O*NET 53-2031.00· ESCO/ISCO 5111