Survey: AI May Make SOC Entry-Level Jobs Harder to Get
Summary
A survey of 500 SOC staff found that AI often improves job satisfaction but may reduce junior analysts’ opportunities to build core skills. Respondents say deliberate training and formal role redesign can help address the shift.
Key points
- Nearly nine in ten survey respondents said AI made their work more satisfying.
- About a quarter said AI had hindered their ability to build security skills, as automation takes over repetitive work that once trained junior analysts.
- Nearly half expect entry-level SOC jobs to become harder to obtain, while many expect new roles overseeing and checking AI systems.
- More than nine in ten respondents said they could identify an incorrect or incomplete AI recommendation; analysts most often rely on their own judgment when evidence conflicts or action could disrupt operations.
- Overreliance on AI was analysts’ leading concern about expanded AI use, ahead of sensitive-data exposure.
- Respondents reporting formal role redesign were more likely to say AI significantly increased job satisfaction than those without redesign, though the survey does not establish causation.
Article Details
- Publisher
- Help Net Security
- Scope
- Survey of security operations staff at organizations already using AI
- Sample Size
- 500 respondents
- Key Statistics
- Nearly nine in ten respondents said AI made their work more satisfying.
- About a quarter said AI had held back their ability to build security skills.
- More than nine in ten said they could catch an incorrect or incomplete AI recommendation.
- 71% of respondents whose organizations formally redesigned analyst roles said AI significantly raised their satisfaction, compared with 29% without formal redesign; the survey does not establish causation.
- Three-quarters of leaders described AI as extensively deployed across multiple security functions, compared with about half of practitioners.
- Recommendations
- Assess skill development separately from job satisfaction.
- Redesign analyst roles formally around higher-value work, with clear responsibilities, evaluation criteria, and career progression.
- Provide deliberate training so analysts can review AI output, identify mistakes, and build core security skills.
- Track whether analysts are learning separately from whether they are satisfied.