Administrative & commercial managers

Supplementary Structure of Earnings Survey (VSE 2022)

Statistik Austria earnings survey — gross hourly medians for ISCO-08 12 (full-time, all genders). “Employees”: LFS/Mikrozensus (ISCO) with NACE weighting; pay: VSE sample — different survey bases.

Classification

AI impact rationale

Strategic planning, financial controlling, human resources management, and marketing direction involve approximately 60% digital tasks (reporting, analytics, workforce planning). AI-based tools automate data analysis, forecasting, and scenario modelling.

Source, methodology, and reproducibility

Employment

Eurostat lfsa_egai2d (2024) · ISCO-08 12 · 87,900 employed

Survey

LFS/Mikrozensus AKE

NACE weight

100.0% · nama_10_a64_e · NACE M69_M70

Pay

VSE 2022 · ISCO-08 12 · €35.12/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