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Occupation · 2026 assessment

Razvedchik-bespilotnik (geologorazvedka)

Razvedchik-bespilotnik (geologorazvedka) 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.

28%2026
31%2028
35%2030
41%2035

Which tasks are exposed

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

TaskRisk
Operating along a predictable route46%
Monitoring vehicle state through telemetry48%
Decisions in emergency or unpredictable conditions14%
Initial classification of events and alerts58%
Log analysis and known-indicator detection57%
Preparing a standard incident report54%
Executing a standard response playbook55%
Investigating a novel attack or violation26%

Task map

AI replaces ↔ AI augments

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

  1. 1Operating along a predictable routeAI 46% · human 61%
  2. 2Monitoring vehicle state through telemetryAI 48% · human 71%
  3. 3Decisions in emergency or unpredictable conditionsAI 14% · human 74%
  4. 4Initial classification of events and alertsAI 58% · human 71%
  5. 5Log analysis and known-indicator detectionAI 57% · human 64%
  6. 6Preparing a standard incident reportAI 54% · human 72%
  7. 7Executing a standard response playbookAI 55% · human 70%
  8. 8Investigating a novel attack or violationAI 26% · human 78%

Why technology can change this work

  • autopilot gradually takes control in constrained, well-mapped environments
  • 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

  • operation in bad weather, road works and unpredictable human behavior
  • decision accountability under threat
  • a large share of value comes from human judgement, trust or personal accountability
  • unknown scenarios and active adversaries
  • 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$7 250per month
2035$10 500scenario estimate
2026: $7 25020262027: $7 55020272028: $7 85020282029: $8 20020292030: $8 55020302031: $8 90020312032: $9 25020322033: $9 65020332034: $10 05020342035: $10 5002035
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.

Cybersecurity Engineer

Established resilient role
New role risk24%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Online Community Safety Manager

Emerging role
New role risk31%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

AI Security Engineer

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Deepfake Forensics Analyst

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Prompt Injection Analyst

Emerging role
New role risk18%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Autonomous Systems Security Specialist

Emerging role
New role risk13%
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.

Autonomous Systems Security Specialist

Skill fit 81% · risk 13%

Search jobs ↗

Skills you already have

  • spatial attention
  • emergency response
  • threat assessment
  • procedural discipline
  • incident response
  • evidence preservation

Skills to build

  • remote autonomous-vehicle supervision
  • telemetry work
  • AI security
  • digital forensics
  • autonomous-system security
  • deepfake detection
CurrentRazvedchik-bespilotnik (geologorazvedka) · 28%
→
Keepspatial attention · emergency response · threat assessment
→
Addremote autonomous-vehicle supervision · telemetry work · AI 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.