RU

Occupation · 2026 assessment

Urban mobility Engineer

The Urban mobility 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.

27%2026
33%2028
40%2030
49%2035

Which tasks are exposed

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

TaskRisk
Route building and time estimation38%
Preparing trip documentation42%
Monitoring telemetry and vehicle condition29%
Operating on a standard route43%
Responding to emergency or unusual conditions20%
Accountability for passengers, cargo and safety6%

Task map

AI replaces ↔ AI augments

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

  1. 1Route building and time estimationAI 38% · human 72%
  2. 2Preparing trip documentationAI 42% · human 74%
  3. 3Monitoring telemetry and vehicle conditionAI 29% · human 74%
  4. 4Operating on a standard routeAI 43% · human 76%
  5. 5Responding to emergency or unusual conditionsAI 20% · human 87%
  6. 6Accountability for passengers, cargo and safetyAI 6% · human 91%

Why technology can change this work

  • routing and dispatch are already algorithmically optimized
  • driver-assistance systems take more control functions
  • autonomous transport is advancing in predictable environments

What protects the occupation

  • responsibility for passenger and cargo safety
  • response to unusual road conditions
  • a large share of value comes from human judgement, trust or personal accountability
  • work in mixed human-machine-infrastructure environments

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$5 700per month
2035$7 700scenario estimate
2026: $5 70020262027: $5 90020272028: $6 10020282029: $6 30020292030: $6 50020302031: $6 75020312032: $6 95020322033: $7 20020332034: $7 45020342035: $7 7002035
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.

Robotics Technician

Established resilient role
New role risk18%
DemandHighDifficultyMediumTime6–12 monthsSkill fit70%

Robotics Maintenance Planner

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

Robot Fleet Manager

Emerging role
New role risk12%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

Last-Mile Drone Coordinator

Emerging role
New role risk25%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

Autonomous Vehicle Safety Operator

Emerging role
New role risk17%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Autonomous Vehicle Remote Assistance Specialist

Emerging role
New role risk29%
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 Vehicle Remote Assistance Specialist

Skill fit 81% · risk 29%

Search jobs ↗

Skills you already have

  • traffic-situation assessment
  • safe operation
  • route and regulation knowledge
  • fault response

Skills to build

  • autonomous-system supervision
  • vehicle telemetry
  • remote vehicle assistance
  • robotic-vehicle diagnostics
CurrentUrban mobility Engineer · 27%
→
Keeptraffic-situation assessment · safe operation · route and regulation knowledge
→
Addautonomous-system supervision · vehicle telemetry · remote vehicle assistance

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.