Workforce and HR market data
Talent and labour markets move fast, and external data grounds workforce strategy. This guide covers workforce and HR market data and how to source it.
Why workforce data matters
Hiring, pay and skills decisions depend on understanding the external labour market, not just internal data. Workforce data informs planning, compensation and talent strategy.
The data landscape
- Labour-market trends: demand, supply and vacancies.
- Pay benchmarks: compensation by role and region.
- Skills demand: from job postings and surveys.
- Talent flows: movement and availability.
Common use cases
Workforce and location planning, compensation benchmarking, skills and capability strategy, and talent-market intelligence.
Sourcing considerations
Official statistics, job-posting data and surveys vary in coverage and methodology. Job-posting data needs careful interpretation, and any personal data requires care and aggregation.
Delivery and governance
Most use cases use batches. Provenance and methodology matter for benchmarking credibility, and personal data must be handled lawfully.
In a managed model
A managed partner can combine official, job-posting and survey data into a coherent workforce dataset.
External labour-market context
Workforce decisions need a view of the external market, not just internal data: demand and vacancies, pay benchmarks, skills demand and talent flows. Official statistics, job-posting data and surveys vary in coverage and method, and job-posting data in particular needs careful interpretation before it is trusted.
Provenance and privacy
Combining sources for workforce planning, compensation benchmarking and talent intelligence requires harmonisation and documented provenance, and any personal data must be handled lawfully and aggregated. Methodology matters for benchmarking credibility.
- Workforce decisions need external labour-market data.
- Combine trends, pay benchmarks, skills demand and talent flows.
- Job-posting data needs careful interpretation.
- Handle any personal data lawfully and aggregate.
Sources & further reading
- Eurostat and Cedefop: labour-market and skills data.
- OECD: employment statistics.
- National statistical institutes.
- Job-posting and HR-data providers.
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