SWIMLANE has released findings from a survey of 500 security professionals and leaders across the United States and the United Kingdom, examining how AI is reshaping the SOC career ladder. The research suggests a paradox: AI can boost capacity and job satisfaction, with 88% reporting higher satisfaction and 62% saying AI improved skill development. Yet 24% say AI limits their ability to build security skills.
The study also indicates a shift in responsibilities as AI adoption grows, with 47% of respondents expecting AI to make the path into the profession harder, and 41% foreseeing new roles centred on AI oversight, validation and orchestration. Practically, the data imply that entry-level analysts will need to exercise judgement and oversee automated work earlier in their careers, while human oversight remains essential.
The report highlights that humans retain a pivotal role as AI expands: 92% are confident they can spot an incorrect or incomplete AI recommendation, while 48% say they rely on their own judgment when AI conflicts with evidence or could affect critical systems. Leaders report more advanced AI deployment and more formal redesign of analyst roles toward higher-value work than practitioners.
The study calls for governance and transparent decision-making records to accompany AI-driven processes, emphasising that accountability still rests with people. The full findings are presented in Swimlane’s report The New SOC Career Ladder: How AI Is Reshaping the Security Operations Workforce, citing that clear human controls and updated training pathways are essential as AI becomes more embedded in security operations.