AI & ML Job Postings Dataset — LinkedIn & Indeed (2025)

This dataset contains time-stamped AI & ML job postings scraped from LinkedIn and Indeed over multiple days, covering companies, roles, and locations. It includes:

• link: URL to the job posting
• title: Job title (e.g., Data Scientist, ML Engineer)
• company: Company name
• location: City, state, or country
• date & time: Job posting timestamp
• scrape_date & scrape_time: When the data was collected

Dataset Highlights: - ~1,550 unique postings, clean and deduplicated - Ready for EDA, visualization, and ML experiments - Includes scrape metadata for temporal analysis

Potential Use Cases: - Trend analysis of AI/ML hiring over time - Skill extraction and NLP on job titles - Job classification or predictive modeling projects - Company hiring insights and labor market research - Geospatial analysis of AI/ML demand

Included Notebook: EDA_Job_Postings.ipynb
- Exploratory data analysis with top companies, job titles, locations, and word clouds - Time-series analysis of job postings

License: CC BY 4.0 — free for research, educational, and analysis purposes with attribution.

Note: Data was collected via public job postings; no personal candidate information is included. Users can further enrich the dataset using the job links if legally permissible.