Job Radar Austria
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Austrian adaptation

Based on Andrej Karpathy's original US Job Market Visualizer, rebuilt for Austria with its own data foundation, occupation-first structure, and local sources.

View original projectSource on GitHub

Core data: Eurostat + Statistics Austria. References: AMS, WKO, WIFO.

The primary analysis runs on ISCO occupation groups and ISCO families. ÖNACE 2025 remains the supporting sector view; VSE 2022 earnings were collected under ÖNACE 2008 codes, structurally identical at the A-S section level.

Independent, non-official adaptation.

No affiliation with the WKO, AK, AMS, WIFO, Statistik Austria, or any other Austrian organisation or government body. No affiliation with the U.S. Bureau of Labor Statistics (BLS), and no BLS data is used.

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Adapted for Austria by webconsulting.atLast updated 30 March 2026, 12:08© 2026 webconsulting business services gmbh
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ISCO 21 · ÖNACE C

Pharmaceutical production

Professionals · C21 · ÖNACE C Sector

AI impact
5/10
Employees
22,241
Median gross annual earnings
€63,760
~€5,313 / month (estimated)
Education
Bachelor's degree

Supplementary Structure of Earnings Survey (VSE 2022)

Statistik Austria earnings survey — gross hourly medians for ISCO-08 21 (full-time, all genders). “Employees”: LFS/Mikrozensus (ISCO) with NACE weighting; pay: VSE sample — different survey bases.

Gross hourly median
€26.20
Quartiles (Q25–Q75)
€20.51 – €32.64
Estimated annual gross (×2,080 hours, excl. 13th/14th month salary)
€54,496
VSE sample size
76,141

Classification

ISCO major group
Professionals
Sector context
C21 · ÖNACE C

AI impact rationale

Cleanroom manufacturing, batch documentation (GMP-compliant), and quality assurance involve both physical and digital tasks. AI is transforming drug discovery (molecular modelling, clinical trial analysis) and regulatory documentation.

Source, methodology, and reproducibility

Employment
Eurostat lfsa_egai2d (2024) · ISCO-08 21 · 152,300 employed
Survey
LFS/Mikrozensus AKE
NACE weight
14.6% · nama_10_a64_e · NACE C21
Pay
VSE 2022 · ISCO-08 21 · €26.2/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