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Global IT Job Market Data Snapshot
Data Science and Analytics
Tags and Keywords
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Free
About
This simple collection includes vital employment information, pairing specific job titles with their corresponding detailed descriptions. It concentrates on high-demand roles within the IT and data fields, such as software engineer, project manager, data analyst, web developer, and data scientist. Its primary significance lies in providing raw, structured text suitable for understanding market demand and language patterns in technical hiring.
Columns
- title: Specifies the job role, such as 'Project Manager' or 'Software Engineer'. This column contains about 7,069 unique entries.
- description: Provides the full job description text, often including details about the job summary, requirements, and application instructions.
Distribution
The dataset is structured as a single CSV file, named
jobboard.csv, and measures 42.47 MB in size. It comprises two main columns and currently contains approximately 15.1k valid records. The data is considered static, as there is no expected update frequency.Usage
- Market Trend Analysis: Identifying the frequency and prevalence of specific IT roles and required skills.
- NLP Model Training: Developing models for job classification, skill extraction, or automated job description summarisation.
- Career Research: Understanding the language and complexity associated with roles in computer science and programming.
Coverage
The data focuses explicitly on listings for IT and data-related jobs, encompassing the roles of software engineer, project manager, data analyst, web developer, and data scientist. Specific geographic or time scope details are not specified, but the dataset captures a snapshot of job listings relevant to computer science and programming fields.
License
CC0: Public Domain
Who Can Use It
- Data Scientists: Utilising the text for machine learning projects focused on text analysis and data structure.
- Career Advisers: Gaining insights into current job specifications for technical careers.
- Academic Researchers: Conducting studies on employment demographics and language patterns within the technology sector.
Dataset Name Suggestions
- Global IT Job Market Data Snapshot
- Technical Job Description Repository
- Job Board Listings for Data Roles
Attributes
Original Data Source: Global IT Job Market Data Snapshot
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