Lightcast - Job Postings (UK) - Sample

**Overview**
(The limited trial contains a subset of the full data product and is updated at a slower rate.)

Lightcast’s UK Job Postings data offers a detailed and dynamic view of the labor market, with updates every day and deep historical coverage. Whether you're analysing hiring trends, exploring workforce needs, or forecasting skills demand, this dataset empowers you to make smarter, data-driven decisions.

Sourced from both job boards and company career sites, our data captures postings from organizations of all sizes, ensuring a comprehensive and representative picture of employer demand across the UK.

Questions answered by this dataset:
- What skills are employers seeking for roles like computer programmers?
- Which companies in London are hiring the most nurses?
- What skills are most often associated with a given job title?
- Has demand for the skill "Python" increased or decreased in the past six months?
- How long does the average job posting for a web developer stay open in Liverpool?

**Use cases**
***Market Analysis***
Uncover emerging industries, identify in-demand skills, and spot trending job types. Analyze how the labour market is evolving and where the opportunities lie.

***Location Planning***
Examine where job postings are concentrated geographically. Ideal for companies planning growth and job seekers targeting regions with strong employment prospects.

***Staffing***
Gain invaluable insights into how employers approach their recruitment efforts. Uncover which companies are actively hiring, the types of job postings they prioritize, and the qualifications they seek. Help employers refine their recruitment strategies and improve talent acquisition.

***Empower Job Seekers***
Equip job seekers with the knowledge they need to thrive in the competitive landscape. Highlight trending skills, showcase industries with the highest demand, and provide guidance on how to stand out in the crowd.

***Industry Competitiveness***
Analyze the competitiveness of different industries based on job postings. Are some industries struggling to attract talent while others are thriving?

***Remote and Flexible Work Arrangements***
Explore the prevalence of remote work opportunities in job postings, and how businesses are adapting to flexible work arrangements.

**Product details**
- *uk_postings*: Record-level access to UK job postings found across the web that we’ve collected, processed, and classified through Lightcast’s proprietary posting methodology.
- *uk_postings_meta*: Metadata for the various taxonomies and releases used within the *uk_postings* and *uk_postings_skills* tables.
- *uk_postings_skills*: A record-level view of all of the skills found within individual postings alongside skill taxonomical info tagged by Lightcast classifiers and extractors.

**Additional Insights**
​​For further information regarding Lightcast Job Postings, please visit [Job Posting Analytics (JPA) Methodology
](https://kb.lightcast.io/en/articles/6957446-job-posting-analytics-jpa-methodology)