Integrating the jobdata API with Excel: A Quick Tutorial

Unlocking job market insights: How to integrate the jobdata API with Excel for advanced analysis.

3 min read · April 20, 2024
Table of contents

The jobdata API offers a treasure trove of up-to-date job posting information directly from companies' ATS (Applicant Tracking Systems) and career platforms. This guide is designed to help you bridge the gap between the jobdata API and Excel, allowing you to import and analyze job market data efficiently.

Using the jobdata API with Excel involves several steps, including setting up Excel to make HTTP requests (since Excel doesn't natively support REST API calls directly), processing the JSON response, and integrating this data into your Excel workbook. This guide will leverage Power Query, available in Excel 2016 and later versions, to import data from the jobdata API into Excel. Power Query is a powerful data connection technology that enables you to discover, connect, combine, and refine data sources to meet your analysis needs.


  • Microsoft Excel 2016 or later: This guide uses features available in Excel 2016 and newer versions.
  • jobdata API Key: You need an API key to authenticate your requests. You can obtain this key by signing up on the platform.

Step 1: Obtain Your jobdata API Key

  1. Sign up or log in to your account on
  2. Navigate to the API section to find or generate your API key. This key will be used to authenticate your requests.

Step 2: Set Up Power Query to Import Data from the jobdata API

  1. Open Excel and go to the "Data" tab.
  2. Click on "Get Data" > "From Other Sources" > "From Web."
  3. In the "From Web" dialog box, you'll be prompted to enter a URL. Here, you'll enter the jobdata API endpoint you wish to call. For example, to list jobs, use Append query parameters as needed for your request.
  4. Before clicking OK, you need to include your API key for authentication. Click the "Advanced" button and add a new HTTP request header:
  5. In the "Name" field, enter Authorization.
  6. In the "Value" field, enter Api-Key YOUR_API_KEY, replacing YOUR_API_KEY with your actual jobdata API key.
  7. Click "OK" to proceed. If prompted, choose "Anonymous" as the authentication method since your API key is included in the headers.

Step 3: Process the JSON Response in Power Query

  1. Once the connection is established, Power Query Editor will open, displaying the JSON returned by the API.
  2. You might see the JSON structured in a hierarchical way. Click on the "List" link or use the "Record" buttons to navigate through the JSON structure until you find the array of jobs or the specific data you're interested in.
  3. Use the "Into Table" button to convert the list or record into a table format.
  4. Expand the columns by clicking the button with two arrows on the column header. Select the fields you wish to include in your Excel sheet.
  5. Use the available Power Query tools to further transform or filter your data as needed.

Step 4: Load Data into Excel

  1. Once you have the data structured as you desire, click the "Close & Load" button in the Power Query Editor.
  2. The data will now be loaded into your Excel workbook as a new table.

Step 5: Refreshing the Data

  • To refresh the data and get the latest updates from the jobdata API, simply right-click on the table in Excel and select "Refresh."

Additional Tips

  • Automate Refresh: You can automate the data refresh process by setting up scheduled refreshes if you're using Excel with OneDrive or SharePoint.
  • Handling Pagination: If the API supports pagination and you need more data than what is returned in a single request, you might need to create additional queries for subsequent pages and append the data.
  • Error Handling: Be prepared to handle errors or issues with the API call, such as rate limits or data formatting issues.

By following these steps, you can effectively use the jobdata API with Excel to import, analyze, and refresh job listing data directly within your Excel workbooks, enabling powerful data analysis and reporting capabilities.

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