We audit the job recommender algorithms used by four Chinese job boards by creating fictitious applicant profiles that differ only in their gender. Jobs recommended uniquely to the male and female profiles in a pair differ modestly in their observed characteristics, with female jobs advertising...

As part of broader digitalisation efforts, half of public employment services (PES) in OECD countries are employing Artificial Intelligence (AI) to enhance their services. AI is being adopted across all key tasks of PES, including most commonly to match jobseekers with vacancies. While several...

Latvia’s public employment service, the State Employment Agency (SEA), is undertaking a modernisation of its service delivery. This review discusses the SEA’s digitalisation needs and strategy to guide its modernisation efforts. It provides a detailed assessment of the SEA’s digital...

Public Employment Services (PES) are identified as important institutions in the process of improving the match between supply and demand in the labor market, which, despite their importance, still do not achieve the desired efficiency. The indicated problem is partly due to the lack of...

How do caseworkers affect job finding and what characterizes a productive caseworker? To answer these questions we exploit variation coming from the fact that many local employment offices in Sweden assign job seekers to caseworkers based on their date of birth. We couple this identification...

This study proposes and applies a new methodology to analyse firms' and workers' occupational preferences. We use microdata covering all 2014-2018 vacancy and jobseeker registrations from the Public Employment Services of Belgium, Morocco, and South Korea. We find that a small number of...