Hello All,
As the title suggests, I am looking for a way to get data on specific career paths, and what background/years of experience individuals had to get them there.
Data I will need:
All individuals in US who held positions at target firms (see below for list) in last 10 years. All companies (past & present) All positions held + length of time Educational background and dates
Target is individuals who currently hold or in the past held Associate, Engagement Manager, Associate Partner, or above positions at the MBB firms:
McKinsey Boston Consulting Group Bain & Co
Purpose: Decide on where to get my MBA (online) in order to maximize my chance enter these firms within a given timeframe.
Intended Analysis Methods: Determine % of individuals who attended Ivy league, vs top 25, vs other schools, % of individuals with MBAs. Determine breakdown by industry background. Determine distribution for years of experience under two conditions – entering at that level and rising to that level from within.
Also, will need to do the same thing for Tech (M7 companies, Nvidia, Tesla, Microsoft, Google, Apple, Meta, Amazon). Would also like to cross check and see how many from consulting ended up in Tech.
From what I can tell, there are a few ways I can do this:
Write code accessing the LinkedIn API and figure out the limitations. Purchase software that will scrape for me through my account. Pay for another company to scrape the data for me. Pay for an existing data set. Find a free publicly available dataset.
Any help would be greatly appreciated.
submitted by /u/typeIIcivilization
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