Doctors & medical specialists

Supplementary Structure of Earnings Survey (VSE 2022)

Statistik Austria earnings survey — gross hourly medians for ISCO-08 22 (full-time, all genders). “Employees”: LFS/Mikrozensus (ISCO) with NACE weighting; pay: VSE sample — different survey bases.

Classification

AI impact rationale

Diagnostics is increasingly AI-supported (medical imaging analysis, differential diagnosis, laboratory interpretation). Physical examination, surgical procedures, and patient communication require manual execution and clinical judgement. Approximately 40% digital task share.

Source, methodology, and reproducibility

Employment

Eurostat lfsa_egai2d (2024) · ISCO-08 22 · 194,900 employed

Survey

LFS/Mikrozensus AKE

NACE weight

80.4% · nama_10_a64_e · NACE Q86

Pay

VSE 2022 · ISCO-08 22 · €26.79/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