Care facility support & cleaning

Supplementary Structure of Earnings Survey (VSE 2022)

Statistik Austria earnings survey — gross hourly medians for ISCO-08 91 (full-time, all genders). “Employees”: LFS/Mikrozensus (ISCO) with NACE weighting; pay: VSE sample — different survey bases.

Classification

AI impact rationale

Hospital and care home cleaning, kitchen assistance, laundry, portering, and waste disposal are entirely physical tasks. Digital task share below 5% (shift scheduling systems). Robotic floor cleaning is deployed in some facilities but covers only standardised corridor areas.

Source, methodology, and reproducibility

Employment

Eurostat lfsa_egai2d (2024) · ISCO-08 91 · 147,600 employed

Survey

LFS/Mikrozensus AKE

NACE weight

11.6% · nama_10_a64_e · NACE Q87_Q88

Pay

VSE 2022 · ISCO-08 91 · €10.8/h median × 2080h × 1.17

Formula

hourly median × 2,080 h × 1.17 (13th/14th salary)

Pipeline

generate-occupations.ts · deterministic · OGD · 99 hypothesis-driven verification tests