dataset_info:
features:
- name: job_title
dtype: string
- name: city
dtype: string
- name: function
dtype: string
- name: sector
dtype: string
- name: Expérience requise
dtype: string
- name: Région
dtype: string
- name: Niveau d'étude et formation
dtype: string
- name: Type de contrat
dtype: string
- name: Télétravail
dtype: string
- name: soft_skills
dtype: string
- name: Entreprise
dtype: string
- name: Poste
dtype: string
- name: Profil recherché
dtype: string
- name: Adresse
dtype: string
- name: recruiter_id
dtype: string
- name: job_offer_id
dtype: int64
- name: Poste avec Management
dtype: string
- name: Qualités requises pour réussir dans ce rôle
dtype: string
- name: Ce que vous pouvez attendre de nous
dtype: string
- name: pub_date
dtype: string
- name: exp_date
dtype: string
- name: pub_date_day
dtype: int64
- name: pub_date_month
dtype: int64
- name: pub_date_year
dtype: int64
- name: exp_date_day
dtype: int64
- name: exp_date_month
dtype: int64
- name: exp_date_year
dtype: int64
- name: locations
dtype: string
splits:
- name: train
num_bytes: 297022334
num_examples: 102641
download_size: 71557440
dataset_size: 297022334
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
Data Description
The data is scraped from rekrute.com, which is a Moroccan job website. The available data contains job postings from 2005 to 2022. The data contains multiple fields which pertain to job offers (e.g. job title, soft skills, job description, employer, sector, city).
Supported Tasks
This dataset was used to create a knowledge graph and for a descriptive analysis of the Moroccan job market.
Languages
The data is primarily ion french, however there are job postings in English and Arabic.
Publications
This data was used in the following publications:
@article{fettach2024jobedkg, title={JobEdKG: An uncertain knowledge graph-based approach for recommending online courses and predicting in-demand skills based on career choices}, author={Fettach, Yousra and Bahaj, Adil and Ghogho, Mounir}, journal={Engineering Applications of Artificial Intelligence}, volume={131}, pages={107779}, year={2024}, publisher={Elsevier} }