Occupation · 2026 assessment

Federal Judge

The Federal Judge role combines repeatable operations with decisions that require professional context. The index measures task exposure to AI, software automation and robotics—not the probability that the occupation disappears.

Very low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

10%2026
17%2028
25%2030
36%2035

Which tasks are exposed

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

TaskRisk
Initial classification of events and alerts34%
Log analysis and known-indicator detection31%
Preparing a standard incident report30%
Executing a standard response playbook27%
Investigating a novel attack or violation5%
Threat-time decisions and consequence accountability3%

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 34% · human 94%
  2. 2Log analysis and known-indicator detectionAI 31% · human 87%
  3. 3Preparing a standard incident reportAI 30% · human 94%
  4. 4Executing a standard response playbookAI 27% · human 94%
  5. 5Investigating a novel attack or violationAI 5% · human 94%
  6. 6Threat-time decisions and consequence accountabilityAI 3% · human 94%

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$7 650per month
2035$11 050scenario estimate
2026: $7 65020262027: $7 95020272028: $8 30020282029: $8 65020292030: $9 00020302031: $9 40020312032: $9 80020322033: $10 20020332034: $10 60020342035: $11 0502035
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.

Skills you already have

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

Skills to build

  • AI security
  • digital forensics
  • autonomous-system security
  • deepfake detection
CurrentFederal Judge · 10%
→
Keepthreat assessment · procedural discipline · incident response
→
AddAI security · digital forensics · autonomous-system security

Sources and update

Updated: 2026-09-25 · 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.