Jobs Data Dictionary
Contains explanations and examples for all data fields available in the Indeed Jobs dataset.
All company information mentioned in this data dictionary is fictional and is solely intended for illustrative purposes.
Data points in the example snippets are rearranged for better grouping. To see where a specific data point stands, check the full data sample below:
Data point | Description | Data type |
meta | Contains information about the record | object |
created_at_date | The date when we first scraped the record | array of numbers |
created_at_timestamp | The date we first scraped the record (Unix time) | number |
updated_at_date | The date when we last scraped the record | array of numbers |
updated_at_timestamp | The date when we last scraped the record (Unix time) | number |
version_id | Dataset version ID | string |
source | The record source | string |
object | The data object/entity | string |
is_deleted | Marks if the job was deleted on Indeed | boolean |
See a snippet of the dataset for reference:
A null value means that the information was not listed in the job listing.
Data point | Description | Data type |
company | Company's name | string |
location | Company's/job location | string |
See a snippet of the dataset for reference:
Data point | Description | Data type |
company_website | The company's Indeed profile | string |
company_id | Unique identifier of the company record in our database | string |
See a snippet of the dataset for reference:
Data point | Description | Data type |
company_star_rating | Average star rating based on the company reviews | number |
company_review_count | The number of company reviews | number |
See a snippet of the dataset for reference:
Data point | Description | Data type |
id | Unique identifier of the job record in our database | string |
url | Job posting on Indeed | string |
See a snippet of the dataset for reference:
Data point | Description | Data type |
expired | Marks if the job posting is active on Indeed | boolean |
See a snippet of the dataset for reference:
Data point | Description | Data type |
title | Job title | string |
description | Job position description Note: contains control characters | string |
See a snippet of the dataset for reference:
Data point | Description | Data type |
is_sponsored | Marks whether the job is a sponsored ad on the website | boolean |
is_featured_employer | Marks whether the company is a featured employer on the website | boolean |
is_urgently_hiring | Marks whether the card for urgently hiring is displayed | boolean |
is_easy_apply | Marks whether the card for easy apply is displayed | boolean |
is_responsive_employer | Marks whether the card for responsive employer is displayed | boolean |
is_multiple_candidates | Marks whether card for multiple candidates is displayed | boolean |
accepts_remote | Marks whether the job accepts remote work | boolean |
Data point | Description | Data type |
job_type | Offered employment type | string |
See a snippet of the dataset for reference:
Data point | Description | Data type |
website | The company's career website | string |
job_link | Job posting on the company's job site | string |
See a snippet of the dataset for reference:
Data point | Description | Data type |
salary | Contains information on the offered salary | object |
salary_min | The lower end of the possible salary offer | number |
salary_max | The higher end of the possible salary offer | number |
salary_type | Denotes the salary type for the job | string |
salary_text | Salary description | string |
See a snippet of the dataset for reference:
Data point | Description | Data type |
benefits | Contains benefits offered by the company | array of strings |
See a snippet of the dataset for reference:
Data point | Description | Data type |
qualifications | Required qualifications | array of strings |
See a snippet of the dataset for reference:
Data point | Description | Data type |
shift_schedule | Expected shift schedule for the job | array of strings |
See a snippet of the dataset for reference: