ÖNACE Q

Human health and social work

Figures cover ISCO occupation groups mapped to this ÖNACE section (employment: LFS/Mikrozensus by ISCO-08, split using NACE weights). Supporting sector context for the occupation-first view — not a standalone industry survey.

Occupation groups

ISCO aggregates linked to this section

Employees

435,962

Sum across mapped groups

Avg. AI impact

3.6/10

job-weighted · below the AT average

High exposure

3.4%

Share of jobs at AI score ≥7

Austria overall: avg AI 4.5/10 · 20.6% at score ≥7 · 4,476,099 employees (all groups).

Distribution and largest groups within this section (interactive charts).

Employment by AI impact (0–10)

Human health and social work

Job share (top 8 groups)

1. Doctors & medical specialists · 156,773 (36.0%)
2. Social work & care workers · 91,070 (20.9%)
3. Nurses & health associates · 78,600 (18.0%)
4. Social & community workers · 49,334 (11.3%)
5. Other health activities workers · 28,321 (6.5%)
6. Care facility support & cleaning · 17,102 (3.9%)
7. Health & care administration · 14,762 (3.4%)

Occupation groups in this branch

Doctors & medical specialists · 156,773 · AI 5/10
Nurses & health associates · 78,600 · AI 3/10
Other health activities workers · 28,321 · AI 2/10
Social work & care workers · 91,070 · AI 2/10
Health & care administration · 14,762 · AI 7/10
Care facility support & cleaning · 17,102 · AI 1/10
Social & community workers · 49,334 · AI 4/10

Source & methodology

Employment: Eurostat lfsa_egai2d (EU LFS / Mikrozensus AKE 2024) by ISCO-08, split using NACE sector weights (nama_10_a64_e). Pay: Structure of Earnings Survey 2022 (Statistik Austria OGD). AI impact: Karpathy-compatible 0–10 rubric. Outlook: WIFO/AMS employment forecast 2023–2030.

Pipeline: deterministic, no LLM at build time, all source data publicly downloadable (OGD), 99 hypothesis-driven verification tests. Full methodology →