SOC Analyst
M1883
Future work distribution
Human only
Collaboration
AI only
This chart shows how the job's tasks split between humans and AI. "AI only" means a task AI can handle without a human — not a job removed: the role recomposes and the human refocuses on judgment, relationships and oversight.
AI Position of the Job
AI Impact on this job
As a SOC Analyst, you see your work augmented by AI: it handles a large portion of repetitive tasks and processes large volumes of data continuously. You retain responsibility for critical decisions, contextual analysis, and strategic improvement of defenses.
What will change
- AI takes on a large portion of routine security audits by automatically scanning systems and classifying vulnerabilities, because it quickly processes vast volumes and applies systematic rules.
- AI provides a large portion of network and system monitoring by automatically correlating logs and detecting recurring anomalies, thanks to its ability to maintain continuous vigilance and spot patterns at scale.
- AI handles the proposal and automatic testing of rule and configuration updates for routine cases, as it can simulate impact and accelerate implementation while leaving final validation to the analyst.
What AI will improve
- AI amplifies your ability to sort and prioritize alerts by correlating context and suggesting investigation leads, which reduces time spent on false positives and allows you to focus on complex incidents.
- AI automates the collection of audit data and produces structured reports with recommendations, freeing you from repetitive work so you can deepen strategic analysis and remediation.
- AI proposes refined rules, simulates their effect, and generates application playbooks, which speeds up operational iteration and allows you to validate and contextualize before deployment.
This result describes the occupation — not your role yet
Adjust your tasks, seniority and context to uncover your real exposure to AI.
For SOC Analyst, AI can already do 37% of tasks on its own — on average. What about you?
Your strengths against AI
Recommendations & outlook
Skills to develop
- Master SOC automation tools and design actionable playbooks with human oversight
- Strengthen scripting and log analysis to enrich and verify AI outputs
- Deepen governance, traceability, and proactive hunting to guide AI toward relevant scenarios
3-year outlook
In the coming years, the role will evolve toward supervising automated tools and investigating complex cases requiring judgment and business context. You will spend more time designing and validating playbooks, refining rules, and conducting in-depth analyses. AI amplifies your operational capabilities while leaving strategic initiative and interpretation to analysts.
AI tools used in this profession
Solutions deployed in production by professionals in this field
A general LLM assistant is already within reach
Before any specialized software, a latest-generation LLM assistant (Claude, ChatGPT, Mistral Le Chat, Gemini…) is available for this profession. Versatile, it helps draft, summarize, translate, structure or explore ideas. We treat it as a common baseline shared by almost every profession, distinct from specialized tools.
Understand this baselineTurn AI into an HR advantage
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Tasks most exposed to AI alone
6Tasks most augmented by AI
7Your role isn't an average.
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Frequently Asked Questions
Focus on oversight, human validation of results, and prioritization according to business context. Develop your ability to handle complex cases and improve playbooks.
Strengthen scripting and log handling, as well as understanding SIEM and SOAR platforms to control automations. These skills allow you to automate repetitive tasks while retaining control over investigations.
Formalize workflows with human validation steps and clear audit logs for each assisted decision. Document decision rules and retain reproducible evidence of interventions.