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Raw Indian Data Science Job Postings
Data Science and Analytics
Tags and Keywords
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Free
About
Web-scraped job data gathered from Indeed India on 03/06/2022 provides a snapshot of the employment landscape within the data science sector. It captures information on popular roles such as Data Analyst, Data Scientist, Business Analyst, and Data Engineer, originally collected to assess market availability for specific skills. The data is entirely raw with duplicate entries removed, making it specifically suitable for beginners looking to build portfolio projects that require data cleaning and exploratory analysis to derive insights.
Columns
- Title: Job titles posted by the company (e.g. Business Analyst, Data Scientist).
- Description1: A short description of the job role.
- Description2: Full or extra description of the job.
- Company_name: The name of the company that posted the job (e.g. JPMorgan Chase Bank, N.A., Deloitte).
- Location: The specific job locations, such as Bengaluru and Chennai.
- Salary_range: Pay range information, currently collapsed with job type (e.g. Full-time), which requires cleaning before use.
- Date: The age of the job post (e.g. Posted 30+ days ago).
- Rating: The average rating of the companies on the Indeed website.
Distribution
The dataset is provided in CSV format with a file size of approximately 1.11 MB. It contains 4,362 valid rows across 8 columns, with zero mismatched or missing entries for the primary identification columns like Title and Company_name.
Usage
- Portfolio Projects: Ideal for beginners to practise data cleaning and pre-processing, particularly with the 'Salary_range' and 'Description' columns.
- Market Analysis: Enables the assessment of current job market trends and the distribution of job titles in India.
- Skill Assessment: useful for identifying demand for specific data science skills and roles.
Coverage
- Geographic Scope: India, with specific locations including Bengaluru and Chennai.
- Time Period: Data was scraped on 03/06/2022.
- Demographic Scope: Covers various job roles in the data science field, including Data Analyst, Data Scientist, Business Analyst, and Data Engineer.
License
CC0: Public Domain
Who Can Use It
- Aspiring Data Analysts: Students and beginners looking for raw data to practise cleaning and visualization.
- Recruitment Researchers: Professionals analysing historical job market trends in the Indian tech sector.
- Educators: Instructors needing real-world, messy data for teaching data wrangling techniques.
Dataset Name Suggestions
- Indeed India Data Science Job Market 2022
- Raw Indian Data Science Job Postings
- India Tech Job Market Snapshot 2022
- Beginner Portfolio Data: India Jobs
Attributes
Original Data Source: Raw Indian Data Science Job Postings
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