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Job Automation Statistics
Data Science and Analytics
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About
This dataset, titled the "Job Threat Index," delves into the influence of artificial intelligence (AI) on various job roles across a multitude of domains. It provides statistical data illustrating how AI is reshaping the professional landscape, including insights into the potential for AI to replace human jobs. The data has been meticulously gathered from reputable job analytics platforms, AI impact studies, and organisational reports, with each entry verified for accuracy and relevance to ongoing AI advancements. This dataset aims to address the growing need for data-driven insights regarding AI's role in the job market, providing a clear perspective on current trends and future directions.
Columns
- Job titles: Names of various job roles spanning different industries (4706 unique values).
- AI Impact: Percentage representation of AI's influence on the corresponding job title (84 unique values).
- Tasks: Numerical count of human-performed tasks associated with each job title (Mean: 401, Maximum: 1387).
- AI models: Count of AI models or systems implemented or linked with the job role (Mean: 1.82k, Maximum: 5666).
- AI_Workload_Ratio: A calculated ratio depicting the workload distribution between tasks and AI models (Mean: 0.2, Maximum: 1).
- Domain: The broader category or industry to which the job title belongs (10 unique values, e.g., Communication & PR, Data & IT).
Distribution
The dataset is typically provided as a CSV file, with a sample file updated separately to the platform. The file size is 323.84 kB and it contains 6 columns. Most columns have 4706 records, while the AI_Workload_Ratio column contains 4699 valid records. Specific row or record numbers beyond this count are not provided.
Usage
This dataset is ideal for analysing AI's impact on the job market and understanding the evolving dynamics between AI and human employment. It can be used to explore how AI influences specific job roles, identify potential areas of disruption or growth, and gain insights into the statistical likelihood of AI replacing human tasks.
Coverage
The dataset's context spans today's rapidly evolving technological landscape, focusing on ongoing AI advancements. It covers a wide array of job roles across diverse industries and domains. The data is current, reflecting contemporary discussions and trends. Geographic and specific demographic scopes are not detailed. Updates to the dataset are expected on a quarterly basis.
License
CC0: Public Domain
Who Can Use It
This dataset is particularly useful for researchers studying the future of work, analysts seeking to forecast job market trends, and enthusiasts interested in the societal implications of AI. It helps users bridge knowledge gaps by providing a data-driven understanding of AI's influence on employment, aiding in discussions around job displacement and the creation of new roles.
Dataset Name Suggestions
- AI Job Impact Index
- Future of Work AI Data
- AI Workforce Trends
- Job Automation Statistics
- AI Employment Dynamics
Attributes
Original Data Source: Job Automation Statistics
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