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Datasets:
JobVision
/
JobVision_Jobposts_Dataset

Tasks:
Tabular Regression
Tabular Classification
Text Classification
Modalities:
Tabular
Text
Formats:
csv
Languages:
Persian
English
Size:
100K - 1M
Tags:
recruitment
labor-market
jobs
iran
salary-prediction
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
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JobVision_Jobposts_Dataset / README.md
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metadata 
license: cc-by-nc-4.0
language:
  - fa
  - en
pretty_name: JobVision Jobposts Dataset
size_categories:
  - 100K<n<1M
task_categories:
  - tabular-regression
  - tabular-classification
  - text-classification
tags:
  - recruitment
  - labor-market
  - jobs
  - iran
  - salary-prediction

πŸ’Ό JobVision JobPosts Dataset

  • πŸ“ Dataset Name: JobVision_Jobposts_Dataset

  • πŸ—‚οΈ Source: JobVision

  • πŸ“Š Size: ~365k rows

  • πŸ—“οΈ Release Date: August 2025

  • 🌍 Languages: Persian (primary), English translations for key fields

  • πŸ“„ Format: CSV (tabular)

  • πŸ“š Domain: Recruitment, Human Resources, Labor‑Market Analytics

  • πŸ—“οΈ Time Period: 2022–2024

πŸ“‹ Overview

The JobVision_Jobposts_Dataset contains anonymized job advertisements from Jobvision, Iran’s largest online jobboard. This dataset provides granular insights into Iran’s labor market, including job requirements, salary ranges, and skill demands. Ideal for HR analytics and labor economics research.

πŸ“Š Schema

🏷️ Job Metadata

  • Jobpost_RawTitle: Job title (e.g., "Ψ¨Ψ±Ω†Ψ§Ω…Ω‡ Ω†ΩˆΫŒΨ³ full-stack")
  • Jobpost_PreferredGender: e.g., "ΨͺΨ±Ψ¬ΫŒΨ­Ψ§Ω‹ Ψ’Ω‚Ψ§"
  • Jobpost_ProvinceFa/Jobpost_ProvinceEn: Location (e.g., "Tehran")
  • Jobpost_WorkTypeEn/Jobpost_WorkTypeFa: Employment type (Full Time, Part Time)
  • Jobpost_SalaryCanBeShown: Whether salary is disclosed (True/False)
  • Jobpost_MinSalary/Jobpost_MaxSalary: Salary range (in Iranian Toman)
  • Jobpost_RequiredExperienceYears: Years of experience required
  • Other Feature: Jobpost_RequiredRelatedExperienceInThisIndustry, Jobpost_CompanyWorkTimesDescription, Jobpost_ActivationTime_YEAR_MONTH

πŸ“ Categorization

  • Jobpost_MainJobCategory : e.g., "Ω…Ψ§Ω„ΫŒ و حسابداری"
  • Jobpost_SecondaryJobCategories

πŸ› οΈ Skills & Qualifications

  • Jobpost_SoftwareSkills: JSON list of tools (e.g., [{"TitleFa":"پایΨͺΩˆΩ†","TitleEn":"Python","Level":"پیشرفΨͺΩ‡"},{"TitleFa":"","TitleEn":"PostgreSql","Level":"پیشرفΨͺΩ‡"}])
  • Jobpost_LanguageSkills: Language proficiency (e.g., [{"Languages_TitleFa":"Ψ§Ω†Ϊ―Ω„ΫŒΨ³ΫŒ","Languages_TitleEn":"English","Level":"Ω…Ψͺوسط Ϋ΅Ϋ°Ωͺ"}])

🏒 Company Details

  • Company_ProvinceEn/Company_CityEn: Location (e.g., "Tehran")
  • Company_SizeEn/Company_SizeFa: Employee count (e.g., "11-50 employees")
  • Company_IndustryEn: Industry sector (e.g., "IT / Software / Hardware")
  • Other Feature: Company_AgeFromEstablishmentYear, Company_CompanyOwnershipTypesEn, Company_ActivityType

🌐 Benefits & Policies

  • Jobpost_BenefitEn/Jobpost_BenefitFa: Benefits (e.g., "Health insurance, Commision")
  • Jobpost_IsRemote: Remote work availability (True/False)
  • Jobpost_HasDisabilitySupport: Disability accommodations (True/False)
  • Jobpost_RequiredMinAge/Jobpost_RequiredMaxAge
  • Jobpost_RequiredMilitaryServiceCard: (True/False)

πŸ’‘ Use Cases

  1. Salary Prediction: Estimate expected compensation given jobpost feature.
    • Labor Market Analysis
    • Identify regional skill gaps (e.g., React developers in Isfahan).
  2. Track salary trends by industry/experience.
  3. Geospatial Visualization: Map job density and salary variance by region.
  4. Company Hiring Strategy
    • Benchmark benefits (e.g., 43% of tech jobs offer remote work).
    • Analyze gender-specific roles (Jobpost_PreferredGender).
  5. Demand Forecasting: Track hiring trends across industries and provinces.

πŸ“œ License

This dataset is released under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) license.

  • βœ… Research, academic, and other non-commercial use is permitted, provided that appropriate credit is given to JobVision.
  • ❌ Commercial use (including use in commercial products or services, or training models for commercial purposes) is not permitted under this license.

For commercial licensing, please contact info@jobvision.ir.

Full license text: https://creativecommons.org/licenses/by-nc/4.0/

🀝 Contributing

We welcome contributions to improve this dataset! If you find issues or have suggestions, please contact us at info@jobvision.ir.