labour-market

Graduate course on fairness and collective decision-making in AI: measuring bias, social choice theory, and the economics and democratic stakes of automated decisions.

EURES API documentation and the inherited/connected endpoints like ESCO/ISCO for job search and discovery

This repository aims to show the use of Lightcast Global Smart Dataset.

Introduction to Natural Language Processing with a special emphasis on the analysis of Job Advertisements

These mind-maps are an ongoing project of the visualization of legal frameworks of Canadian immigration law. They will be regularly updated on this site. These mind-maps are created for educational purposes. They do NOT, and are NOT intended to, constitute legal advice.

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.

Replication files for "On the Measurement of the Elasticity of Labour" by Charles Gottlieb, Joern Onken, and Arnau Valladares-Esteban.

💼 AI Recruitment & Workforce Management System

R package - cleaning UK Labour Force Survey (LFS) quarterly cross-sectional and 5-quarter longitudinal data.

Includes all the code for simulating an artificial labour market in NetLogo with additional code in R for calibration and analysis.

Salary intelligence for the Indian job market — turns sparse, inconsistent compensation signals into per-role, per-city bands, and says "not enough data" when it has none.

Analysis of 743 Swiss data job postings scraped from Jobup.ch, integrated with official BFS vacancy statistics to uncover skill demand, regional distribution, and salary transparency patterns in the Swiss data & AI job market (2026Q1). Built with Python, Selenium, pandas, and Streamlit.

NLP corpus of 3,200 German tech job postings - TF-IDF + spaCy skill extraction + K-Means clustering

Interactive visualization of AI exposure across 562 Singapore occupations, adapted from karpathy/jobs using MOM wage data and SSOC classifications.

Unemployment trend analysis across 28 Indian states (2019–2020) with focus on Covid-19 lockdown impact. National rate peaked at 23.24% in May 2020. Covers rural vs urban dynamics, state-level vulnerability, zone comparisons, and labour participation analysis. CodeAlpha Data Science Internship — Task 2.

Search ILOSTAT labour indicators, query and compare series, build country profiles, run SQL via MCP. STDIO or Streamable HTTP.

Advertised salaries for curatorial, museum and gallery roles — free dataset, CC BY 4.0. Maintained by curatorsearch.com

Skill recommender on 5 Canadian labour-market datasets (BPR, node2vec, SBERT). nDCG@5 0.617.

Overcoming the limitations of job hyperflexibility in tech and creative industries

India-focused adaptation of karpathy/jobs using NCO occupation groups to estimate AI exposure in the Indian job market.