• TRENDS
  • BENCHMARKS
  • FORECASTS
  • HUMAN

How to analyze compensation trends with your AI

Connect to Salary.com once. From there, your AI handles the market research and trend tracking for you.

Ask AI about this page

Short answer

How can I track salary changes for specific roles using AI?

Your AI queries Salary.com to pull historical and current market data for specific job titles. It identifies shifts in pay scales and role evolution. You get a clear view of where market rates are heading.

Where the data goes

Market insights and outcomes

The AI processes market data into these specific results.

TRENDS

Salary trajectory reports

The AI pulls historical data to show how a specific role's pay has moved. You get a clear picture of upward or downward shifts.

BENCHMARKS

Role comparison sets

Your agent compares different job titles against each other. This helps you see how compensation varies across similar functions.

FORECASTS

Market movement projections

By looking at recent trends, your AI can suggest where pay for a specific skill set is likely to land next.

HUMAN

Final decision making

The AI provides the raw trends and math. You decide how to apply these numbers to your actual hiring or budget plans.

The workflow

What your AI does when the request arrives.

The AI acts as a researcher, pulling live data and turning it into insights.

  1. Fetch market data

    Your AI reaches out to Salary.com to grab the latest compensation numbers for the job you specified.

    get_salary_market_trends
  2. Analyze trajectories

    The agent looks at the data points over time to see if the role is becoming more or less expensive.

    get_salary_market_trends
  3. Identify outliers

    The AI compares the requested role against broader market averages to find pay gaps.

    get_salary_market_trends
  4. Summarize findings

    The agent turns the raw numbers into a plain English summary of what is happening in the market.

    get_salary_market_trends

Try it

Copy these to start.

Use these prompts to kick off your research.

Starting points

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

Salary.com Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_rnVLvxnS4Mvrt7wpcjRtOCHVKYpWyidEcLEy5grB/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 — Salary.com capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "salarycom-api-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_rnVLvxnS4Mvrt7wpcjRtOCHVKYpWyidEcLEy5grB/mcp"
    }
  }
}
Copy into chat04
  • Show me the salary trends for Senior DevOps Engineers in Austin over the last three years.

  • How has the compensation for Product Managers changed compared to Software Engineers recently?

  • Analyze the market trajectory for Data Scientists in New York to help with my Q4 budget.

  • Compare the salary growth of entry-level marketing roles against mid-level roles in Chicago.

  • Claude
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  • Cursor
  • VS Code
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  • JetBrains
  • Cline

Start here

Connect Salary.com API once, then ask.

Just link your account once. Your credentials stay encrypted and private. You can then jump straight into your AI client and start asking questions.

Connect Salary.com API to your AI

FAQ

How this task behaves

  • 01

    Can the AI change salary data in my own payroll system?

    No. The AI can only read market data from Salary.com. It cannot access or modify your internal company records.

  • 02

    Does the AI provide real-time updates?

    Yes, it pulls the most recent available market data through the API whenever you ask a question.

  • 03

    Can the AI negotiate salaries for me?

    No. The AI provides the market research and trends, but you must handle all actual negotiations yourself.

  • 04

    Can I ask for trends in specific cities?

    Yes, you can specify any location to get localized compensation trajectories.

  • 05

    Will the AI delete any of my previous research?

    No. The AI only performs read operations to fetch data; it has no capability to delete or overwrite information.

  • More questions about Salary.com API? See everything the Salary.com API Connector can do

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