Economic research

Track hiring by sector, country, skill and pay.

Ask it in Claude

“Is healthcare hiring in Germany growing?”

Tool call: count_jobs(sector="HEALTHCARE", countries=["DE"])

Questions teams ask

• Which skills are growing fastest in UK tech jobs?
• How does published pay for nurses compare by US state?
• Which public companies slowed hiring this month?

What you get

• Daily snapshots, kept
• One sector per company, so counts add up
• Full dataset in your warehouse

Signals in the data

• New postings by sector
• Jobs closed vs opened
• How long jobs stay open
• Published pay ranges
• Remote and hybrid share
• Public vs private hiring

A macro research team: Reading the labor market before official data comes out.

• Count new postings by sector and country this week.
• Where are more jobs closing than opening?
• Track published pay for 20 bellwether roles.

Outcome:

• A weekly hiring index by sector and country
• An early read on slowdowns
• Pay trends from real published ranges

Use this data in your AI assistant or your code

Ask for it in Claude, ChatGPT, Cursor and any MCP client through the Arihaan MCP server, or call the REST API. Plans start at $35 a month: build your plan, or book a call.