WORKBank Database derived from large-scale audit of worker desire and technological capability of AI agents for work.

This is the repository for the Global Labor Database (GLD). It aims to contain all necessary information to understand what the GLD is and how it functions. It does not, however, contain any microdata. For any questions please contact the Focal Point (gld@worldbank.org).

🧩🏢 Frappe HR Forge is a local ERPNext/Frappe HRMS development project for building custom HR modules. It includes a Docker portal, a prepared Frappe app, custom HR DocTypes, workspace, roles, permissions, demo seed data, a Python 3.11 ML scaffold, ETL pipelines, cached data sources, and a roadmap for future HR recommendations and planning.

A Streamlit dashboard that measures skill adaptation debt instead of predicting outcomes. It decomposes pressure into churn, novelty, and breadth to explain which roles/industries are becoming harder to staff. Includes role/industry reports, skill pressure maps, what-if scenario simulation, and a dataset explorer.

A project seeking it to make it easier for companies to compare the representation of different groups in a company workforce to the local labor force across geography. I am fairly new to this, so let me know if I've set up anything incorrectly!

Contracts-only kernel for AGIJobs Sovereign Labor (α 0.1).

Türkiye iş gücü piyasasındaki 117 mesleğin yapay zeka maruziyetini analiz eden interaktif treemap. Karpathy'nin AI Jobs projesinin Türkiye adaptasyonu.

Open dataset of AI displacement risk for 76 professions. Three-factor methodology, quarterly review, MIT licensed.

Job intelligence platform for seekers, not employers. Tracks 5,400+ data & ML jobs nightly across 7 ATS systems, flags ghost jobs, surfaces hiring manager contacts. Live at datahiringiq.com.

This repository contains the replication code and the dataset of my Master thesis: Child penalty and gender gaps in the labor market: Evidence from South Korea.

Replication files for "On the Black-White Gaps in Labor Supply and Earnings over the Lifecycle in the US" by Christopher Rauh and Arnau Valladares-Esteban.

Scraping and analysis of Egypt Job websites to gather information on labor market demands.

Paper Replication: The Growth of Low-Skill Service Jobs and the Polarization of the U.S. Labor Market (AER 2013)

Code to solve some well-known models in macroeconomics.

Data pull script for 'Uncertainty and Labor Market Fluctuations' by Jo and Lee (2019)

Code used to structurally estimate a life-cycle labor supply model using the DC-EGM solution algorithm.

Interactive dashboard for the Colombian labor market — DANE/GEIH microdata, Polars ETL pipeline, 25 pytest checks

STEM PH Monitoring and Analytics (STEMma) is a joint project by the Asian Institute of Management Masters in Data Science Program (AIM MSDS) and the Unilab Foundation, which seeks to develop a deeper understanding of the emerging skill gaps in the ever-changing labor market.

Reproducible dashboard and data pipeline for estimating foreign labor demand across Russian regions and sectors.

Repo containing source code for the HS3100 Economic Networks Analysis Term Paper on Effects of Strong Ties on Employment in Labor Markets, submitted by J Mahesh, RA Keerthan, Devansh Jain and Jeet Rajde.