Dark Mode
AI Jobs Market Salary and Skills Analysis
Data Science and Analytics
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
This collection of data provides detailed insights into the artificial intelligence (AI) job market, focusing on advertised salaries and the specific skills required for roles such as Data Scientist and Machine Learning Engineer. The information was systematically gathered from ai-jobs.net using a bespoke Python module designed for scraping. It is designed to help users determine current market rates and identify necessary qualifications to secure employment in the AI and data science fields.
Columns
The dataset contains seven distinct columns, detailing aspects of each job posting:
- role: Specifies the title of the job posted, with Data Engineer and Data Analyst being frequent examples.
- level: Indicates the required experience level for the position, with Senior-level being the most commonly observed category, followed by Mid-level.
- location: Identifies the geographical area for which the job was advertised. Bengaluru, India, and Paris, France, are among the most frequent locations listed.
- job_type: Defines the employment arrangement, such as Full Time, which constitutes the vast majority (95%) of records, or Internship.
- company_name: The name of the organisation that posted the vacancy.
- company_type: Describes the nature of the employer (e.g., Career development or Startup environment).
- description: Contains the full text or summary details of the job requirement.
Distribution
The dataset is provided in CSV format and includes 43.9 thousand valid records across all fields. It features 7 columns and has a file size of 9.17 MB.
Usage
This data product is highly suitable for Exploratory Data Analysis (EDA) projects, allowing users to delve into salary trends and skill requirements. It is an ideal resource for advanced data cleaning exercises and analysis focusing on career movement and job requirements within the technology sector. Key uses include benchmarking salaries for specific AI roles and studying the geographic demand for talent.
Coverage
The data provides insights into global job postings, featuring locations across the world, including specific concentrations in areas like Bengaluru, India, and Paris, France. The dataset primarily captures Full Time positions but also includes Internships. It covers job postings across varying levels of experience. The information is expected to be updated on an annual basis.
License
CC0: Public Domain
Who Can Use It
- Job Seekers: To understand the typical experience levels (e.g., Senior-level) and required skills for targeted AI roles.
- Market Researchers: To analyse job market dynamics, study the distribution of roles like Data Engineer, and compare company types.
- Recruitment Professionals: For salary benchmarking and identifying where specific skills are in high demand geographically.
- Students/Academics: For career development studies and research into job classifications.
Dataset Name Suggestions
- AI Jobs Market Salary and Skills Analysis
- Global Data Science Career Postings
- Tech Job Scraper Data
- AI Role Demand and Location Insights
Attributes
Original Data Source: AI Jobs Market Salary and Skills Analysis
QUALITYLoading...