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Occupation · 2026 assessment

Road safety Systems Engineer

The Road safety Systems Engineer 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.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

23%2026
29%2028
36%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 alerts47%
Log analysis and known-indicator detection44%
Preparing a standard incident report43%
Executing a standard response playbook40%
Investigating a novel attack or violation17%
Threat-time decisions and consequence accountability6%

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 47% · human 82%
  2. 2Log analysis and known-indicator detectionAI 44% · human 75%
  3. 3Preparing a standard incident reportAI 43% · human 82%
  4. 4Executing a standard response playbookAI 40% · human 82%
  5. 5Investigating a novel attack or violationAI 17% · human 87%
  6. 6Threat-time decisions and consequence accountabilityAI 6% · human 88%

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 350per month
2035$8 600scenario estimate
2026: $6 35020262027: $6 55020272028: $6 80020282029: $7 00020292030: $7 25020302031: $7 50020312032: $7 75020322033: $8 00020332034: $8 30020342035: $8 6002035
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%

Robot Safety Engineer

Emerging role
New role risk10%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

Online Community Safety Manager

Emerging role
New role risk31%
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

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

Skills to build

  • AI security
  • digital forensics
  • autonomous-system security
  • deepfake detection
CurrentRoad safety Systems Engineer · 23%
→
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.