Cleaning & security services

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

Cleaning, security patrols, and facility maintenance are physically executed across diverse environments. Digital task share below 10% (access control systems, shift scheduling). Robotics for commercial cleaning exists but covers only standardised floor areas.

Source, methodology, and reproducibility

Employment

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

Survey

LFS/Mikrozensus AKE

NACE weight

88.4% · nama_10_a64_e · NACE N

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