Network rollout and subcontractor management

ISCO-08 3123, 1323

Rollout project manager, Subcontractor manager, Fibre deployment manager, Telecom works supervisor, Mobile site build manager, Rollout coordinator

AI exposure31%

Headcount need, in FTE

Exposure range

Your current headcount

FTE

Need in 203095 FTE-5 FTE (-5%)

Need in 203591 FTE-9 FTE (-9%)

How AI is used on these tasks today

Automation 62%Augmentation 38%

In 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: Construction Managers, First-Line Supervisors of Construction Trades and Extraction Workers. AEI

1. Exposure 31%Average automation potential of the job's tasks. Range for this family: 22 to 40%.ILO occupations used: Construction Supervisors (28%), Construction Managers (34%). ILO data

2. Strategic ceiling 100%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.

4. Conversion to headcount sensitive 30%Default 30%: Rollout volume follows coverage obligations and network plans; AI gains go mostly into tighter quality control of subcontractors, not fewer managers.

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

Analyse data with AI

Produce content with AI

Delegate to and supervise AI agents

Job skills

Growing in value

Managing subcontractor performance and penalties
Targeted quality audits on site
Dealing with local authorities and landlords
Acting on AI quality and delay alerts

Losing value

Manual checking of as-built files
Consolidating progress from partner spreadsheets
Chasing documents and permits by email
Writing standard work orders

How the job will change

A rollout manager spends much of the week checking files: as-built records, connection photos, permit applications, subcontractor invoices. Image recognition now checks connection photos and flags poor workmanship, and assistants consolidate progress from partner spreadsheets and draft the weekly reporting. Planning tools propose a sequence of works based on permits and crew availability.

The core of the job remains on the ground and in the relationship: visiting sites, holding subcontractors to their commitments, dealing with town halls, landlords and building managers. AI makes it easier to target audits where quality drifts. A good rollout manager tomorrow uses these alerts to act earlier, and keeps the authority to stop a subcontractor whose work falls short.

2026-2027: Automatic photo checks of connections and AI-drafted progress reports.
2028-2030: Predictive alerts on subcontractor quality and delays guide audits and payments.
2031+: Fewer files checked by hand, more time on site and with partners.

Watch out

As fibre rollout matures, the need shifts from building networks to maintaining an installed base built by many subcontractors. The skills to audit and restore that base are scarcer than rollout skills. 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

Juniors (0 to 3 yrs in the profession)25%Seniors (10+ yrs)30%

Mid-level (3 to 10 yrs in the profession, the remainder)45%

Cut in junior hiring -40%

For

Advanced settings

Juniors promoted each year25%Juniors leaving each year12%Senior gap filled by external hiring0%If every company makes the same bet, senior profiles will be scarce and expensive.

Seniority mix, % of today's headcount

Juniors25%Mid-level42%Seniors28%

2026 2036

Free guide

The AI Cookbook 2026

albert's guide to cut through the noise around generative AI and turn it into workforce decisions.

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

Download the AI Cookbook

Run these scenarios on your actual workforce

AI Impact Diagnostic: 6 to 8 weeks, your data in albert, three costed scenarios and the projected seniority mix for each job family.

Book a call

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

Seniority outlook

A flow model with three levels of experience in the profession. Promotion and exit rates are set so that today's mix stays stable when hiring does not change: any gap you see comes from the junior hiring cut alone.