Labour Market Analytics
Interactive analytics combining online job ads, official statistics, and sector data to track occupations, skills, and salary trends in real time
What it is
Labour Market Analytics is a centralized Data Intelligence Platform that provides a real-time, comprehensive view of labour market evolution. It integrates multiple data streams, including online job advertisements, official national statistics, sectoral datasets, and education or training outputs to deliver an accurate picture of how occupations, skills, wages, and workforce demand are changing across industries and regions.
Unlike static reports or periodic surveys that rely mainly on historical data, Labour Market Analytics uses a real-time processing engine to continuously monitor labour market dynamics. It detects emerging and hybrid roles, identifies accelerating skills, tracks shifts in occupational demand, and highlights workforce gaps before they become visible in traditional datasets.
Built at the intersection of social science, labour market research, NLP, and advanced data engineering, the platform transforms fragmented job signals into structured, actionable intelligence. It helps companies, education providers, and public institutions make evidence-based decisions for recruitment, workforce planning, curriculum design, reskilling, regional development, and public policy.
Key Product Features
Real-Time Labour Market Monitoring
Continuously tracks changes in occupations, sectors, skills, vacancies, wages, and workforce demand, showing what is growing, declining, or transforming across the labour market.
Emerging Roles & Skill Signals
Identifies new and hybrid job profiles, fast-growing skills, and early signals of workforce transformation before they become visible in conventional statistics.
Demand–Supply Gap Analytics
Compares employer demand with graduate supply, training outputs, and workforce indicators to identify labour shortages, skills mismatches, and planning priorities.
Role Evolution & Skills Mapping
Analyses how occupations change over time by tracking tasks, technologies, responsibilities, and skill bundles, while mapping skills to ESCO, COR, or custom taxonomies.
Wage, Sectoral & Regional Intelligence
Provides insights into wage benchmarks, sector-specific developments, and territorial labour market dynamics across counties, cities, regions, or NUTS areas.
Dashboards, Reports & Data Exports
Delivers labour market intelligence through interactive dashboards, analytical reports, and structured CSV/API exports for HR, business intelligence, research, education, and policy workflows.
What We Provide
Interactive Dashboard
A dynamic dashboard covering occupations, skills, wages, emerging roles, demand trends, role evolution, demand–supply gaps, sectors, and regions.
Labour Market Intelligence Reports
Expert interpretation of labour market trends, structural shifts, fast-growing skills, new and evolving roles, wage patterns, and sector-specific developments.
Custom Data, Analysis & Strategic Briefings
Tailored datasets, CSV/API exports, custom studies, and expert briefings focused on specific sectors, regions, occupations, skills, workforce gaps, or policy questions.
Who benefits
Companies & HR Strategy Teams
Gain early visibility into role evolution, skill demand, and wage dynamics, enabling smarter hiring, workforce planning, and employer branding decisions
Universities & Training Providers
Align programmes and course offerings with emerging skills and occupations, using real-time labour-market evidenceto strengthen relevance and graduate employability
Public Institutions & Policymakers
Monitor sectoral shifts, regional labour imbalances, and wage trends to design responsive employment, education, and social policies