Will Robots Replace Fitting Room Attendant?
Fitting Room Attendant has a Robot Impact Score of 51 out of 100 on the Geppetto Jobs Index, placing it in the High impact band. 1 commercial robots currently target this work, and the displacement timeline is mid term. This is a category-level research estimate describing automation exposure for the occupation, not a prediction about any individual person's job.
Automation impact breakdown
| Composite impact score | 51/100 |
|---|---|
| Risk band (OECD) | High |
| Oxford (Frey & Osborne) score | 76/100 |
| IFR deployment score | 3/10 |
| Timeline | Mid Term |
| Impact type | Emerging Threat |
| Sector | Retail |
| Median annual salary (US) | $30,510 (BLS OES 2024) |
| Current global employment | 450,000 |
| O*NET code | 41-2021.00 |
| Robots tracked for this role | 1 |
How this score is calculated
The composite Robot Impact Score weights O*NET task data (35%), IFR robot deployment figures (30%), Oxford and OECD academic estimates (20%), and robot density for the role (15%). Scores describe occupation-level exposure and are estimates, not forecasts.