A project that automatically scans job offers from various sources (e.g., job boards, company websites) and extracts relevant information, such as the most in-demand skills and qualifications for specific job titles.
Use web scraping libraries like BeautifulSoup or Scrapy to extract job listings and related information from job boards and company websites. As a start I have set up a job alert on LinkedIn and Indeed and I will read alert emails to extract relevent job listings links.
Utilize NLP-based keyword extraction methods to identify important keywords and phrases related to skills, qualifications, and job requirements.