Hiring trend datasets for the labor market
The Hiring Trends dataset maps labor market movement into a structured table of trends by industry, role, and region, each with a direction, a momentum score, a demand change, and sources, built by fusing public hiring signals and refreshed on the schedule you set.
Why work with Hiring Trends?
Read the talent market
See which roles are heating up or cooling off so recruiting and workforce planning move ahead of demand.
Direction and demand change
AI operations score momentum and estimate the shift in postings so you can quantify each trend.
Sourced and refreshed
Every trend cites the posting and market data behind it, and scheduled runs keep it current.
Powering Hiring Trends
AI-powered web gathering
Describe a column or dataset and ClickSet backfills it from public web sources, with no scraper scripts to maintain.
Multi-source fusion
Combine multiple sources into one clean record with automated deduplication.
AI operations
Score, classify, extract, summarize, cluster, or detect anomalies and sentiment across rows.
Research mode
Results pulled from the live web, verified, and linked back to their source.
Scheduled refresh
Hourly, daily, or weekly re-runs that keep data current.
Who uses this?
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Frequently asked questions
Where do hiring signals come from? +
Public job boards, career pages, and labor market reporting, gathered in research mode with sources on each row.
How is demand change measured? +
AI operations estimate the change in job postings for a role or industry versus the prior period.
How often does it refresh? +
On your schedule. Set a weekly or monthly cadence and ClickSet re-scores each trend as new postings appear.
Further reading
See how ClickSet handles your data workload
Describe the dataset you need, enrich it with hundreds of LLMs, and query the result through one API. Start on the free plan.