Occupation · 2026 assessment

Voennyy

Voennyy is an occupation responsible for threat prevention, compliance control and response to non-standard incidents. The profile assesses automation of individual tasks rather than disappearance of the whole occupation.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

32%2026
35%2028
39%2030
45%2035

Which tasks are exposed

Risk applies to individual tasks—not to a person or an entire occupation.

TaskRisk
Initial classification of events and alerts62%
Log analysis and known-indicator detection61%
Preparing a standard incident report58%
Executing a standard response playbook59%
Investigating a novel attack or violation30%
Threat-time decisions and consequence accountability20%

Task map

AI replaces ↔ AI augments

Each task is positioned by AI capability and the degree of human involvement still required.

  1. 1Initial classification of events and alertsAI 62% · human 67%
  2. 2Log analysis and known-indicator detectionAI 61% · human 60%
  3. 3Preparing a standard incident reportAI 58% · human 68%
  4. 4Executing a standard response playbookAI 59% · human 66%
  5. 5Investigating a novel attack or violationAI 30% · human 74%
  6. 6Threat-time decisions and consequence accountabilityAI 20% · human 74%

Why technology can change this work

  • cameras, sensors and SIEM systems classify events automatically
  • AI detects anomalies and prioritizes incidents
  • some monitoring and patrol tasks shift to robots

What protects the occupation

  • decision accountability under threat
  • unknown scenarios and active adversaries
  • a large share of value comes from human judgement, trust or personal accountability
  • physical intervention or deep investigation

United States · before tax

Average pay and outlook

Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.

2026$8 000per month
2035$11 550scenario estimate
2026: $8 00020262027: $8 35020272028: $8 70020282029: $9 05020292030: $9 40020302031: $9 80020312032: $10 25020322033: $10 65020332034: $11 10020342035: $11 5502035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

Autonomous Systems Security Specialist

Skill fit 83% · risk 13%

Search jobs ↗

Skills you already have

  • threat assessment
  • procedural discipline
  • incident response
  • evidence preservation

Skills to build

  • AI security
  • digital forensics
  • autonomous-system security
  • deepfake detection
CurrentVoennyy · 32%
→
Keepthreat assessment · procedural discipline · incident response
→
AddAI security · digital forensics · autonomous-system security

Sources and update

Updated: 2026-09-26 · Assessment confidence: Medium

International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Nearly 30,000 tasks; a global assessment of GenAI exposure across detailed occupational groups.

World Economic Forum · 2025The Future of Jobs Report 2025

A survey of more than 1,000 employers representing over 14 million workers across 55 economies.

O*NET Resource Center · 2026O*NET Database

Occupational, task, skill and work-context structure.