This is a dataset containing 1300 Iranian IT job advertisements in English from August 2019 to January 2021 and collected by using a new crowdsourcing-based dataset gathering process. These ads are collected from Iranian online job search websites. These websites are as follows:
- https://quera.ir
- https://jobinja.ir
- https://karboom.io
- https://cheragh.com
- https://jobvision.ir
- https://e-estekhdam.com
- https://iranestekhdam.ir
- https://karinsoo.com
- https://computerjobs.ir
- https://javacup.ir
- https://daneshkar.net
Each record in the IranITJobs2021 dataset incorporates 13 fields.
| Column name | Data type | Description |
|---|---|---|
| Company name | String | - |
| Company type | Nominal | Type of company: governmental, non-governmental, or non-company |
| Ad date | Date | The date that the job advertisement is posted |
| Ad title | String | Example: hiring a senior Android programmer |
| Remote work | Boolean | Yes, if the company allows remote work, otherwise, No |
| Location | String | The city/distinct where the job seeker is supposed to work |
| Knowledge enterprise | Boolean | Yes, if the company is knowledge-based, otherwise, No |
| Part-time | Boolean | Yes, if the company supports part-time recruitment, otherwise, No |
| Gender | Nominal | Requested gender: Female, Male, or Both |
| Military service | Boolean | Yes, if the job seeker has an option to work in a company in exchange for doing his military service, otherwise, No |
| Project-based | Boolean | Yes, if the company supports project-based recruitment, otherwise, No |
| Ad text | String | The whole text of the advertisement |
| Keywords | String | List of technologies and skills required for a job |
This dataset was collected by using a new crowdsourcing-based dataset gathering process. This process is published in a paper named "IranITJobs2021: a Dataset for Analyzing Iranian Online IT Job Advertisements Collected Using a New Crowdsourcing-based Dataset Gathering Process". This paper can be accessed here.