saudization

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samy-ksa / shift-observatory

AI labor market intelligence dashboard for Saudi Arabia — 146 occupations scored on automation risk, Saudization, salary, and demand

open-source automation typescript ai nextjs labor jobs dashboards saudi-arabia future-of-work saudization

Updated Aug 5, 2026
TypeScript

RaghadAlamoudi / gastat-labor-market

Star

Python-based analysis of Saudi labor market trends (Q1 2021–Q4 2025) using GASTAT quarterly surveys, GOSI administrative records, and KAPSARC data. Covers employment gaps, wage trends, occupational segregation, and Saudization progress under Vision 2030.

python etl plotly jupyter-notebook power-bi pandas data-analysis dax labor-market portfolio-project saudi-arabia kapsarc arabic-dataset gosi vision-2030 saudization gastat

Updated Jul 23, 2026
Jupyter Notebook

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