Stage 1 · AI tools for the SOC
1-2 weeks
The current state of AI in SOC tooling: triage assistants, detection-as-code copilots, threat intel summarizers. What works, what fails.
View AI Security Operations Mastery →Cybersecurity and Applied AI career intelligence
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Founded by Julian Calvo, Ed.D., M.S.
Cybersecurity × Applied AI · Convergence
AI-augmented analysis is the convergence track for SOC analysts adding AI fluency on top of their detection-engineering base. The 2026 hiring market increasingly requires this skill set even for Tier-2 / Tier-3 roles.
The fastest convergence track for working SOC analysts. AI-assisted triage, detection authoring, threat intel, automation.
What this path pays
$87K → $135K-$180K
Tier-1 SOC analyst base is $87,400 (BLS 15-1212). AI-augmented analyst (Tier-2 / Tier-3) roles in 2026 cluster at $135-180K with a measurable premium for verified deployment of AI tooling.
Source: BLS OES May 2024 + Lightcast AI premium overlay 2024
Why this path
Most SOCs are introducing AI tooling for triage, detection authoring, and threat-intel summarization. The analysts who deploy that tooling correctly become the Tier-3 leads. The ones who don't get pushed into Tier-1 alert triage that AI absorbs over the next 24 months. This track covers the deploy + verify discipline.
Stage 1 · AI tools for the SOC
1-2 weeks
The current state of AI in SOC tooling: triage assistants, detection-as-code copilots, threat intel summarizers. What works, what fails.
View AI Security Operations Mastery →Stage 2 · AI-assisted detection authoring
3-4 weeks
Generate Sigma rules + ATT&CK mappings with AI assistance + the verification discipline that catches the hallucinations.
View AI Security Operations Mastery →Stage 3 · Threat intel + triage automation
3-4 weeks
Build an AI-augmented triage pipeline that escalates with the right confidence threshold. Ship a threat-intel summarization workflow.
View AI Security Operations Mastery →Stage 4 · Capstone
2-3 weeks
Document the deployed AI workflow against a real SOC scenario. Evaluation harness, false-positive economics, the rollback criteria.
View AI Security Operations Mastery →Tier-1 alert triage is what AI absorbs first. Tier-2 / Tier-3 work that requires deploying, verifying, and tuning the AI tooling is what survives and pays the premium. This track is about being the analyst on the deploying side, not the displaced side.
No. About 60% of SOCs in the ISC2 2025 sample have at least one AI-assisted workflow piloted; the other 40% will be there inside 18 months. Either way, the analyst who knows how to deploy + verify the tooling is the one who ends up running the program at the next employer.
Only if you skip the verification discipline. The track explicitly teaches the verify-the-AI-output workflow that catches hallucinations, false-positive cascades, and over-permissioned auto-responses. Senior practitioners who deploy AI tooling without that discipline get burned; the ones who deploy it with discipline get promoted.
AI-Augmented Analyst is the SOC-side track: you use AI tools to do detection/IR work better. AI Security Engineer is the build-side track: you secure the AI systems other teams ship. Different hiring pipelines, different comp bands. Take this one if you want to stay in operations; take that one if you want to move into engineering.