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Occupation · 2026 assessment

Voennyy inzhener

Voennyy inzhener 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.

33%2026
36%2028
40%2030
46%2035

Which tasks are exposed

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

TaskRisk
Initial classification of events and alerts63%
Log analysis and known-indicator detection62%
Preparing a standard incident report59%
Executing a standard response playbook60%
Investigating a novel attack or violation31%
Threat-time decisions and consequence accountability21%

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 63% · human 66%
  2. 2Log analysis and known-indicator detectionAI 62% · human 59%
  3. 3Preparing a standard incident reportAI 59% · human 67%
  4. 4Executing a standard response playbookAI 60% · human 65%
  5. 5Investigating a novel attack or violationAI 31% · human 73%
  6. 6Threat-time decisions and consequence accountabilityAI 21% · human 73%

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$6 950per month
2035$10 050scenario estimate
2026: $6 95020262027: $7 25020272028: $7 55020282029: $7 85020292030: $8 20020302031: $8 55020312032: $8 90020322033: $9 25020332034: $9 65020342035: $10 0502035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Practical next step

Where to move next

Do not restart from zero: carry your experience forward and add scarce skills.

AI Security Engineer

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Cyber Resilience Planner

Emerging role
New role risk17%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Digital Evidence Engineer

Emerging role
New role risk19%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Robot Safety Engineer

Emerging role
New role risk10%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

Online Community Safety Manager

Emerging role
New role risk31%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Deepfake Forensics Analyst

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Job search and transitions

Find work with a lower risk index

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

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 inzhener · 33%
→
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.