Occupation baseline ยท Model 1.0
Is the Window Cleaner role AI-proof?
The Window Cleaner role is not fully AI-proof. Its baseline suggests that a substantial share of the work is reachable by current AI, while human accountability, context and relationships can still protect important tasks.
Direct answer
Exposure is not replacement probability
The Window Cleaner role is not fully AI-proof. Its baseline suggests that a substantial share of the work is reachable by current AI, while human accountability, context and relationships can still protect important tasks. The 80/100 figure is an occupation-level starting point. It does not mean that 80% of workers will lose their jobs or that 80% of the role will certainly disappear.
Role context
What Window Cleaner work involves
Glass cleaners are responsible for cleaning glass surfaces inside and outside buildings, including windows, curtain walls, skylights, etc., using professional tools and safety equipment (such as seat belts, lifting platforms, or scaffolding) to ensure cleaning results and safe operation.
More exposed
Tasks AI can reach
- Quoting and paperwork drafts
- Standards and parts lookup
- Routine planning
Human advantage
Tasks that resist removal
- Physical installation and repair
- Site-specific diagnosis
- Safety accountability
Augmentation
Where AI may help
- Mobile diagnostic support
- Documentation assistance
- Scheduling optimisation
Why your result may differ
A title cannot describe the whole job
Two people called Window Cleaner may have different exposure. Routine digital inputs and repeatable rules raise automation pressure. Accountability, trust, unusual cases, physical presence and senior decision-making generally raise resilience. The personal assessment adjusts this baseline around those factors.
Baseline inputs come from the site's compiled occupation dataset. Scores are editorial planning indicators, not official labour-market forecasts. See the methodology, formulas and limitations.
Measure the work you actually do
Adjust this baseline using your task mix, career level and workplace context. No account is required and answers remain in your browser.
Start the Window Cleaner assessment