Warehousing & logistics support

Supplementary Structure of Earnings Survey (VSE 2022)

Statistik Austria earnings survey — gross hourly medians for ISCO-08 93 (full-time, all genders). “Employees”: LFS/Mikrozensus (ISCO) with NACE weighting; pay: VSE sample — different survey bases.

Classification

AI impact rationale

Order picking, packing, and goods receipt are physically executed. Warehouse management systems (WMS) coordinate digital workflows. Automated storage and retrieval systems and autonomous mobile robots increasingly handle structured, repetitive tasks.

Source, methodology, and reproducibility

Employment

Eurostat lfsa_egai2d (2024) · ISCO-08 93 · 136,000 employed

Survey

LFS/Mikrozensus AKE

NACE weight

21.1% · nama_10_a64_e · NACE H52

Pay

VSE 2022 · ISCO-08 93 · €14.02/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