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Acquire structured data on workforce skills gaps

Track workforce skills gap reports and vacancy impact signals for insurance workforce planning

Government of the United Kingdom
Office for National Statistics
HR Magazine
+ more sources
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8+ Sources monitored
8+ Data fields extracted
Daily Update cadence

What workforce sources do we read?

Benchmark reads 8+ sources, including Government of the United Kingdom, Office for National Statistics, HR Magazine, PwC, and Glassdoor. It captures workforce skills gap reports, regions, top skill gaps, estimated vacancy impact, recommendations, update dates, and status values.

Government of the United Kingdom Office for National Statistics HR Magazine
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What workforce data does it find?

Dataset columns include Source, Report Title, Region, Top Skill Gaps, Estimated Vacancy Impact, Recommendation, Last Updated, and Status. Source and Report Title identify each item, Region adds location context, and the remaining columns describe the gap, impact, guidance, recency, and state.

Source Report Title Region Top Skill Gaps Estimated Vacancy Impact Recommendation Last Updated Status
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Alerts and delivery.

Changes land where your team already works, the same morning they appear.

When do we get workforce alerts?

One enabled alert rule watches for changes in workforce skills gaps and compensation benchmarks. When the rule finds a change, it sends updates to the configured channels.

View alert setup →

Where does workforce data go?

Extracted data is delivered through API, Snowflake, and Email. API and Snowflake support downstream data workflows, while Email sends the structured output to recipients.

API Snowflake Email

Frequently asked questions

Is Jsonify just a web scraping tool?
No. Jsonify delivers structured market intelligence, not raw HTML. The platform extracts, normalizes, and analyzes public web and app data to produce clean, typed datasets ready for analysis.
How often is the data updated?
It depends on the monitoring workflow. Most use cases refresh daily or weekly, and alerts can fire within minutes of a change being detected.
What sources are covered for this use case?
Benchmark covers 8+ sources, including Government of the United Kingdom, Office for National Statistics, HR Magazine, PwC, and Glassdoor.
Where does the extracted data go?
Extracted data goes to API, Snowflake, and Email. Those are the configured delivery options for this deployment.
Can I customize which data fields are extracted?
Yes. Every Jsonify deployment is configured to your requirements. You define which signals, fields, and geographies matter, and the pipeline is built around those.

Ready to monitor this data?

Set up your own monitoring pipeline in minutes. No code required.