Comparing glassdoor and jobsintech (data.jobsintech.io), glassdoor seems to be on the low end for the few companies I reviewed. Jobsintech uses h1 visa filing data.
True. At first glance, I didn't think that part of the data was relevant to me, but I found myself digging into companies that I had experience with and their h1/green card ratios and how many h1 were in place. There are definite cultural differences between companies that seem to come through in the numbers. I did find a few that have their numbers somewhat hidden - with different company names that you wouldn't search as an outsider.
Thanks for putting that data together. It certainly was eye opening, and as a bit of a numbers junkie myself I appreciate having the raw data presented instead of just summary information. (well, sort of raw. much more raw than others I've found and not spammy at all)
Out of curiosity could you define spammy? People call Glassdoor spammy, is it because there is too much advertising or because they force user to register in order to see more data?
The advertising I don't see (adblocker), but when you do provide them information they push for more and more and constantly harass you via email. Also, they force you to register after browsing the site a few times and do the hidden content thing pretending to have more content than they do. ("Register to read the full review", then when you register and go to the review it's like 4 words long).
I understand wanting some more input and encouraging users to provide it, but they take it too far.
The way you have it set up with a pretty easy way to search the data along with some posts that highlight some interesting aspects of the data appeals to me a good deal more. I should have known by the site name, but I didn't know there was an actual job board at jobsintech.com until the 3rd or 4th time I visited.