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Naukri.com Job Market Data
Data Science and Analytics
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Free
About
Offers a look into job opportunities available on Naukri.com, India's leading recruitment platform. This dataset features over 30,000 recent job listings, providing valuable insights for job seekers, companies, and recruiters. The data was meticulously collected through a digital extraction process from Naukri.com, presenting a treasure trove of information about the Indian job market.
Columns
- job_post: The specific role or job title advertised.
- company: The name of the company responsible for the job posting.
- company_ratings: Ratings provided for companies on the Naukri.com platform, offering an indication of employer perception.
- company_reviews: The quantity of reviews associated with a company on Naukri.com, reflecting employee feedback.
- exp_required: Details outlining the level of professional experience expected for the position.
- salary_offered: Information regarding the remuneration package proposed for the role.
- job_location: The geographical city or region where the job is situated.
- job_description: A detailed account of the job's responsibilities, duties, and prerequisites.
- required_skills: A list of key abilities and qualifications necessary for the role.
- Posted_as_on_22_5_2022: An indicator of when the job was initially posted, in relation to 22 May 2022.
Distribution
The dataset is structured in a tabular format, typically supplied as a CSV file. It encompasses more than 30,000 individual records and features 10 distinct columns, with a total file size of approximately 9.86 MB. Specific numbers for rows or records are available, exceeding 30,000 entries.
Usage
This dataset presents diverse opportunities for analysis and application:
- Performing data cleaning and transformation to refine raw information.
- Developing new features and variables for predictive modelling.
- Conducting detailed data analysis to uncover hidden patterns and trends in the job market.
- Applying Machine Learning and Deep Learning techniques to forecast future job availabilities or market shifts.
- Understanding current demand for skills and roles across various industries.
Coverage
The dataset primarily covers job postings originating from Naukri.com, focusing on opportunities within India. The postings reflect recent job openings, with dates noted relative to 22 May 2022. The data is anticipated to receive updates on an annual basis, ensuring its continued relevance to the evolving job landscape.
License
CC0: Public Domain
Who Can Use It
- Job Seekers: To gain insights into popular job roles, required skills, and salary expectations, aiding career planning.
- Companies and Recruiters: For market analysis, benchmarking salaries, identifying talent pools, and understanding competitor offerings.
- Data Scientists and Analysts: Ideal for developing predictive models for job availability, salary forecasting, and skill demand analysis.
- Researchers: To study labour market trends, economic indicators, and geographical distribution of employment opportunities in India.
- Educators: As a practical resource for teaching data science, machine learning, and HR analytics.
Dataset Name Suggestions
- Naukri.com Job Market Data
- Indian Job Postings Analysis
- Naukri Jobs Insights 2022
- India's Digital Recruitment Data
- Job Opening Data from Naukri
Attributes
Original Data Source: Naukri.com Job Market Data
QUALITY