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 / 623

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?

30%

#48 / 623

Cashier

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
Receive payment by cash, check, credit cards, vouchers, or automatic debits. Estimate No public source provides a precise figure. This is our estimate.	9%	28%	+2.5
Issue receipts, refunds, credits, or change due to customers. Estimate No public source provides a precise figure. This is our estimate.	7%	28%	+2
Greet customers entering establishments. Estimate No public source provides a precise figure. This is our estimate.	7%	28%	+2
Answer incoming phone calls. Estimate No public source provides a precise figure. This is our estimate.	7%	28%	+2
Establish or identify prices of goods, services, or admission, and tabulate bills, using calculators, cash registers, or optical price scanners. Estimate No public source provides a precise figure. This is our estimate.	6%	28%	+1.7
Compute and record totals of transactions. Estimate No public source provides a precise figure. This is our estimate.	6%	55%	+3.3
Request information or assistance, using paging systems. Estimate No public source provides a precise figure. This is our estimate.	6%	28%	+1.7
Answer customers' questions, and provide information on procedures or policies. Estimate No public source provides a precise figure. This is our estimate.	5%	28%	+1.4
Other less frequent tasks (weight estimated from frequency). Estimate No public source provides a precise figure. This is our estimate.	47%	28%	+13.2
Total	100%		30%

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