--- title: "What is skills intelligence? Definition and uses in HR | Findem" description: "Skills intelligence is analyzed information on the skills people have and work needs. See how it is defined, where the data comes from, and how HR uses it." url: "https://www.findem.ai/glossary/skills-intelligence" --- # What is skills intelligence? ← Back to glossary AI and people intelligence Skills intelligence is information about the skills people have and the skills work requires, gathered from many sources and analyzed so organizations can act on it. It shows which skills are in demand, where gaps and shortages exist, and how skills are changing, to guide hiring, training, internal mobility, and workforce planning. ## How skills intelligence is defined The term is used in two related ways. In public policy, the European Centre for the Development of Vocational Training ( [Cedefop](https://www.cedefop.europa.eu/en/tools/vet-glossary/glossary/kompetenzanalytik) ) defines skills intelligence as the "process of identifying, collecting, analysing, synthesising and presenting quantitative or qualitative information on skills and labour market." Its purposes include identifying trends and demands in the labor market, anticipating skill needs, addressing skill gaps and mismatches, adapting education and training, and guiding careers. Cedefop adds that skills intelligence must be continuous and iterative to stay relevant, and that it is close to, but not the same as, labor market information. In HR technology, the term usually describes tools that keep a current picture of the skills inside a workforce and where gaps are forming. Findem's guide to [enterprise AI in HR](https://www.findem.ai/blog/enterprise-ai-in-hr) describes AI-powered skills intelligence as a way to maintain that picture "without relying on self-reported data or manual audits." Skills intelligence draws on shared reference data. In the United States, the [O*NET Program](https://www.onetcenter.org/overview.html), sponsored by the U.S. Department of Labor, covers more than 900 occupation profiles with standardized measures of worker attributes and job characteristics. In Europe, [ESCO](https://esco.ec.europa.eu/en/about-esco/what-esco) describes 3,039 occupations and 13,939 skills linked to them in 28 languages, giving systems a common language for matching people to jobs and training. Organizations add their own sources, such as job postings, employee profiles, assessments, and career histories. ## Why skills intelligence matters for talent teams Skill needs change faster than most planning cycles. In the World Economic Forum's [Future of Jobs Report 2025](https://reports.weforum.org/docs/WEF_Future_of_Jobs_Report_2025.pdf), employers expect 39% of workers' core skills to change by 2030, and 63% of employers name skill gaps as a major barrier to transforming their business over 2025 to 2030. Skills intelligence helps talent teams answer questions that a headcount report cannot, such as whether current employees could move into an emerging role, which skills to hire for and which to develop, and whether the external market can supply a skill at all. It is a foundation for [skills-based hiring](https://www.findem.ai/glossary/skills-based-hiring), internal [talent marketplaces](https://www.findem.ai/glossary/talent-marketplace), and [workforce intelligence](https://www.findem.ai/glossary/workforce-intelligence). Its value depends on the quality of the evidence. Self-reported skill lists go out of date, and a skill named on a profile does not show how well someone applies it. Cedefop's guidance stresses that the data used should fit the questions users need answered. ## How Findem approaches skills intelligence Findem uses AI-driven skills intelligence and scenario modeling with skills graphs to surface current capabilities and gaps without depending only on self-reported information, as described in Findem's [guide to talent market intelligence and workforce flow analytics](https://www.findem.ai/blog/talent-market-intelligence-and-workforce-flow-analytics). In [workforce planning](https://www.findem.ai/platform/workforce-planning), teams use Findem to identify emerging roles, anticipate skill gaps, and see how career patterns shape success, and to compare team composition, experience profiles, and tenure with peers. Findem adds context to the skills question. Skills intelligence asks whether an employee has or could develop the skills associated with an opportunity, and Findem's 3D data asks what evidence shows how the person applies those skills, grows through change, and performs within a specific company setting. [Success Signals](https://www.findem.ai/why-findem/success-signals), created by recruiters, search professionals, and people leaders, are verified patterns in a person's background, behavior, and impact. People make the decisions. Findem's Succession Planning Agent does not make promotion or hiring decisions, and Findem's AI does not reject candidates or make hiring decisions. ## Further reading - [Enterprise applications of AI in HR](https://www.findem.ai/blog/enterprise-ai-in-hr) - [Talent intelligence platforms: What they are and how to choose one](https://www.findem.ai/blog/ai-talent-intelligence-platforms) - [SeekOut vs hireEZ vs Eightfold: implementation and feature comparison](https://www.findem.ai/blog/seekout-hireez-eightfold-implementation-feature-comparison) ## Related terms - [Skills-based hiring](https://www.findem.ai/glossary/skills-based-hiring) - [Workforce intelligence](https://www.findem.ai/glossary/workforce-intelligence) - [Skills taxonomy](https://www.findem.ai/glossary/skills-taxonomy) - [Skills gap analysis](https://www.findem.ai/glossary/skills-gap-analysis) - [Attributes](https://www.findem.ai/glossary#term-attributes) ## Sources - [Skills intelligence (VET glossary)](https://www.cedefop.europa.eu/en/tools/vet-glossary/glossary/kompetenzanalytik) Cedefop, European Centre for the Development of Vocational Training - [Crafting skills intelligence](https://www.cedefop.europa.eu/en/blog-articles/crafting-skills-intelligence) Cedefop, September 2019 - [About O*NET](https://www.onetcenter.org/overview.html) O*NET Resource Center, sponsored by the U.S. Department of Labor - [What is ESCO](https://esco.ec.europa.eu/en/about-esco/what-esco) European Commission - [The Future of Jobs Report 2025](https://reports.weforum.org/docs/WEF_Future_of_Jobs_Report_2025.pdf) World Economic Forum, January 2025 - [Talent workforce planning](https://www.findem.ai/platform/workforce-planning) - [Success Signals](https://www.findem.ai/why-findem/success-signals) Market intelligence that shapes stronger strategy. Benchmark how companies hire, grow and retain talent. Findem's market intelligence helps leaders assess talent availability, competitor hiring and locations. [See market intelligence](https://www.findem.ai/products/market-intelligence) [Request a demo](https://www.findem.ai/request-demo) ## Frequently asked questions. **What does skills intelligence mean?** It means analyzed information about the skills people have and the skills work requires. Cedefop defines it as identifying, collecting, analyzing, synthesizing, and presenting information on skills and the labor market so people can spot trends, anticipate needs, and address gaps. **What data does skills intelligence use?** It combines public reference data, such as O*NET in the United States and ESCO in Europe, with sources such as job postings, employee profiles, assessments, and career histories. The right mix depends on the questions an organization needs to answer. **What is the difference between skills intelligence and talent intelligence?** Skills intelligence focuses on skills: what people have, what roles need, and where the gaps are. Talent intelligence is broader and covers data about candidates and employees used for hiring and workforce decisions, including experience, location, and market supply. **How do HR teams use skills intelligence?** They use it to plan which skills to hire for and which to develop, to match employees to internal roles and projects, to support skills-based hiring, and to test whether a workforce plan is realistic given current skills and the external market. **How does Findem support skills intelligence?** Findem uses AI-driven skills intelligence and scenario modeling with skills graphs to surface capabilities and gaps without depending only on self-reported information. Its 3D data and Success Signals add evidence of how people apply their skills in a specific company setting.