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?

28%

AI can already do 28% of this job.

#80 / 683

SOC analyst

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. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
The false positive and the one that is ransomware. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
IOCs, correlation and the ticket. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
24x7 shift, handoff and the note to the CISO. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Contain, isolate and not killing the business. Estimate No 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. Estimate No 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

IS WORK OVER?

27%

#172 / 683

Schools inspector

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
Visit, the rubric and the timetable. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Classroom, what happens and not the slide deck. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Report, the school and not softening it. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Appeal, the union and not yielding the figure. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The minister, the pressure and not dressing it. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Say what is there, and not what they want to hear. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		27%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low