• TRENDS
  • GEOGRAPHY
  • DISTRIBUTION
  • HUMAN

How to analyze job market salary trends with your AI

Connect Adzuna to your AI client to pull real-time compensation data. Your agent handles the heavy lifting of parsing historical shifts and geographic variations.

Ask AI about this page

Short answer

How do I track salary changes for specific roles?

Your AI uses Adzuna's historical and distribution data to map out how pay fluctuates by job title and location. You'll get specific breakdowns of salary ranges and long-term trends.

Data outcomes

What you get from the data

The AI processes raw market data into these specific outcomes.

TRENDS

Historical pay shifts

The AI identifies how a specific role's compensation has climbed or dropped over months or years. You see the direction of the market.

GEOGRAPHY

Regional pay gaps

Compare how much a role pays in different cities or regions. This highlights where demand is driving up local wages.

DISTRIBUTION

Salary range spreads

Instead of a single number, you get the full distribution of pay. This shows you the common middle ground and the outliers.

HUMAN

Strategic decisions

The AI provides the data, but you decide how to use it for negotiations or budget planning. You interpret the final context.

The workflow

What your AI does when the data arrives.

Your agent acts as a data analyst, pulling specific datasets to answer your questions.

  1. Pull historical data

    The AI fetches past compensation records for a specific job title to see how much pay has changed over time.

    get_salary_history

  2. Map pay distributions

    Your agent pulls the frequency of different salary amounts to show you the most common pay brackets.

    get_salary_histogram

  3. Compare locations

    The AI runs multiple queries to contrast how much a role pays in one city versus another.

    get_salary_historyget_salary_histogram

  4. Summarize findings

    The agent synthesizes the raw numbers into a plain English summary of market conditions.

    get_salary_history

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

Swap out the job titles and locations for the ones you actually care about.

Adzuna Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_x0LuBxTJxkZmyffRJ8qTBJ4BUViyLTJXqcaYl1LA/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Adzuna capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "adzuna-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_x0LuBxTJxkZmyffRJ8qTBJ4BUViyLTJXqcaYl1LA/mcp"
    }
  }
}
Copy into chat04

  • Show me the salary history for Senior Product Managers in London over the last two years.

  • Get a salary histogram for Data Scientists in New York to see the most common pay ranges.

  • Compare the salary trends for DevOps Engineers in Berlin versus Munich.

  • What is the current salary distribution for Marketing Directors in San Francisco?

  • Claude
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  • JetBrains
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Start here

Connect Adzuna once, then ask.

Just follow the link to authorize the connection. Your credentials stay encrypted, and you can start asking questions immediately.

Connect Adzuna to your AI

FAQ

How this task behaves

  • 01

    Can the AI predict future salaries?

    No. The AI only analyzes historical and current distribution data provided by Adzuna. It cannot forecast future market movements.

  • 02

    Can the AI change salary data in Adzuna?

    No. The tools only allow the AI to read and retrieve data. It has no ability to modify or delete any information in the Adzuna database.

  • 03

    Does it work for any job title?

    Yes, as long as the role exists within the Adzuna dataset.

  • 04

    Can I get data for specific companies?

    No. The tools provide market-wide trends and distributions rather than private, company-specific payroll data.

  • 05

    How detailed are the salary ranges?

    The histogram tool provides a distribution of pay, allowing you to see the frequency of various salary levels.

  • More questions about Adzuna? The Connector page answers them. See everything the Adzuna Connector can do

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