Web Scraping Indeed for Key Data Science Job Skills 11 years ago
As a little side project, I built a website at: http://skill.report which instantly does this for any job title. Go try it! I'd love to hear your feedback :)
It works by sampling job ads from Indeed, then applying some information extraction/retrieval/NLP algos to extract and weight the presence of identified skills and qualities. There's some occasional glitches in the algo (I need to fix some of the disambiguation data), but it usually gives reasonable results.
I was thinking of focusing the algorithm for giving really in-depth feedback on improving your resume specifically for a job. Now if only I could finish my PhD thesis I might actually have the time to do more with it...