Occupation · 2026 assessment

Outdoor lighting Technician

The Outdoor lighting Technician 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.

19%2026

25%2028

33%2030

43%2035

Which tasks are exposed

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

Task	Risk
Diagnostics using fault codes and telemetry	23%
Planning scheduled maintenance	27%
Physical repair of a non-standard fault	12%
Calculating quantities, estimates and material needs	29%
Preparing drawings and BIM models	21%
Scheduling and monitoring deviations	19%
Repeatable operations on a prepared site	34%
Handling unexpected site conditions	13%

What the score means

The score reflects process repeatability, data digitization, automated verification, the physical environment and the economic incentive to deploy technology.

The index reflects potential technology exposure of occupational tasks and is not the probability that a particular person will lose their job.

AI exposure

The share of cognitive, textual, visual or analytical work that current AI systems can technically assist with or perform.

11%

Robotics

The extent to which robots, autonomous machinery and computer vision can perform physical operations in a prepared environment.

26%

Routine work

The share of operations that repeat, follow stable rules and produce a predictable result.

28%

Digitalization

How much of the input, workflow and output already exists in digital form.

23%

Business incentive

The economic incentive to automate based on task volume, labor cost, frequency and implementation cost.

24%

Human moat

Protection created by accountability, trust, empathy, licensing, negotiation and unpredictable real-world environments.

89%

Task map

AI replaces ↔ AI augments

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

Human advantage

Work with AI

Low technology impact

Automate

How much AI can perform the task → How much a human is needed →

1Diagnostics using fault codes and telemetryAI 23% · human 82%
2Planning scheduled maintenanceAI 27% · human 88%
3Physical repair of a non-standard faultAI 12% · human 82%
4Calculating quantities, estimates and material needsAI 29% · human 76%
5Preparing drawings and BIM modelsAI 21% · human 84%
6Scheduling and monitoring deviationsAI 19% · human 87%
7Repeatable operations on a prepared siteAI 34% · human 81%
8Handling unexpected site conditionsAI 13% · human 94%

Why technology can change this work

predictive diagnostics identify likely failure points in advance
BIM and digital twins automate parts of design and control
computer vision tracks defects and progress
robots gradually take repetitive tasks on prepared sites

What protects the occupation

physical diagnosis, repair and post-intervention equipment validation
unpredictable real-site conditions
a large share of value comes from human judgement, trust or personal accountability
responsibility for people and structural safety
hands-on adaptation and contractor coordination

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$9 200scenario estimate

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.

Job search and transitions

Find work with a lower risk index

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

Construction Technology Manager

Skill fit 89% · risk 18%

Search jobs ↗

Robotics Technician

Skill fit 70% · risk 18%

Search jobs ↗

Construction Robot Coordinator

Skill fit 85% · risk 14%

Search jobs ↗

Digital Twin Engineer

Skill fit 66% · risk 14%

Search jobs ↗

Smart Building Automation Specialist

Skill fit 81% · risk 13%

Search jobs ↗

Building Performance Analyst

Skill fit 81% · risk 20%

Search jobs ↗

Skills you already have

fault finding
maintenance
safe equipment work
drawing interpretation
on-site work
process control

Skills to build

predictive maintenance
telemetry-based diagnostics
BIM and digital twins
construction robotics management
drone inspection
site data analytics

CurrentOutdoor lighting Technician · 19%

→

Keepfault finding · maintenance · safe equipment work

→

Addpredictive maintenance · telemetry-based diagnostics · BIM and digital twins

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.