Report by Swimlane

The New SOC Career Ladder: How AI is Reshaping the SecOps Workforce

10 FINDINGSPublished Oct 1, 2026
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Key Findings

88% of security operations professionals and leaders report that AI makes their work more satisfying.

Security OperationsJob SatisfactionAI

47% of security operations professionals and leaders say AI expands their capacity to handle security activity.

Security OperationsWorkloadAI

43% of security operations professionals and leaders save time on known or repetitive threat patterns because of AI.

Security OperationsThreat DetectionAutomationAI

35% of security operations professionals and leaders redirect time saved on routine casework toward investigating complex threats.

Security OperationsIncident ResponseAI

35% of security operations professionals and leaders redirect time saved on routine casework toward strategic cross-functional work.

Security OperationsAI

34% of security operations professionals and leaders redirect time saved on routine casework toward validating AI-generated findings.

Security OperationsAI ValidationAutomationAI

48% of security operations professionals and leaders prioritize their own judgment when AI recommendations conflict with evidence or risk disrupting critical business operations.

Security OperationsHuman JudgmentRisk ManagementAI

24% of security operations professionals and leaders say AI limits their skill development.

Security OperationsSkills DevelopmentWorkforceAI

91% of security operations professionals and leaders who say AI limits their skill development still report higher job satisfaction.

Job SatisfactionSecurity OperationsSkills DevelopmentAI

19% of security operations professionals and leaders cite analyst overreliance on AI-generated recommendations as the single greatest risk of expanding AI in SecOps.

Security OperationsAI RiskOperational RiskAI