What will AI change in your workforce?

Your company's stance on AI(applies to every family: sets the adoption speed)

Network field technicians (fibre, mobile)

ISCO-08 7422, 7413

Fibre installation technician, FTTH connection technician, Mobile site maintenance technician, Network field technician, Fibre splicing technician

AI exposure20%

Headcount need, in FTE

Exposure range
FTE
Need in 203097 FTE-3 FTE (-3%)
Need in 203594 FTE-6 FTE (-6%)
10080604020262028203020322035
How AI is used on these tasks todayIn AI conversations about this job's tasks: the AI does the task itself (automation) or helps the person do it (augmentation).Anthropic Economic Index, April and May 2026. Occupations: Telecommunications Equipment Installers and Repairers, Except Line Installers, Electrical Power-Line Installers and Repairers. AEI
Average automation potential of the job's tasks. Range for this family: 7 to 38%.ILO occupations used: Information and Communications Technology Installers and Servicers (24%), Electrical Line Installers and Repairers (15%). ILO data
Your call: how much of this potential do you want to capture? Nobody can set it for you.
3. Adoption speed midpoint 2030
Inherits your company stance, adjustable for this family.
Default 30%: AI saves time on paperwork around the intervention, while travel and physical work, set by faults and rollout, stay the bulk of the job.

Target AI skills

level 1 to 4
Foundation
Use AI assistants every day
Frame and phrase a request
Check and challenge AI outputs
Protect data and respect the rules
Applied
Rethink one's process with AI

Job skills

Growing in value

  • Diagnosis of complex and intermittent faults
  • Customer relationship during home visits
  • Quality of photos and as-built data
  • Using diagnostic assistants on site

Losing value

  • Writing intervention reports by hand
  • Searching technical documentation on site
  • Paper-based as-built drawings

How the job will change

AI does not climb masts or splice fibre. What it changes is the work around the intervention: dispatch and routing optimised by planning tools, reports dictated or generated from photos, automatic checks of connection quality from a picture of the termination box, and an assistant that suggests the probable cause of a fault before the technician arrives.

The core of the job stays manual, on site and in front of the customer. A good technician tomorrow documents carefully, because photo and data quality now feed automated controls, and takes on the harder faults that remote diagnosis could not solve. Experience of the field and safety at height or near power lines keep all their value.

2026-2027
Dictated reports and automatic photo checks of connections.
2028-2030
Remote diagnosis filters simple faults; predictive maintenance trims some preventive visits.
2031+
Fewer unnecessary truck rolls, technicians focused on complex repairs.
Watch out

The main risk is an ageing population of experienced technicians and a tight recruitment market, while fibre maintenance and copper switch-off keep field demand high. See the seniority outlook below.

What if you hired fewer juniors?

Your 2036 seniors are the juniors you hire today.

Seniors available in 2036-5%2 FTE short
Gap above 5% from2036
Your seniority mix today
Mid-level (3 to 10 yrs in the profession, the remainder)45%
For
Advanced settings
If every company makes the same bet, senior profiles will be scarce and expensive.
80601002026203020342040Senior need (held stable)Seniors available
Seniority mix, % of today's headcount
Juniors25%Mid-level42%Seniors28%

2026 2036

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  • What AI actually changes in jobs and skills
  • Why the junior pipeline matters more than most companies realise
  • How to integrate AI into workforce planning
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How the numbers are built

Every headcount figure combines four assumptions. Three come pre-filled from public research and job family defaults. The strategic ceiling is yours to set.

Public researchExposureAverage automation potential of the job's tasks, from the ILO's 2025 task-level scores.
Your decisionStrategic ceilingHow much of that potential you choose to capture. Your decision, not ours.
Your companyAdoption speedHow fast your company moves, set once for the whole company.
Job family defaultConversion to headcountHow much of the productivity gain becomes fewer people rather than more output.
Headcount effect

My simulation

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