blanche
commented
7 years ago I wonder if it's worth doing the same for hourly / annually and see if there is a pattern and we can say "this job will most likely be payed annually/hourly"
Closed utkuozbulak closed 7 years ago
blanche
commented
7 years ago I wonder if it's worth doing the same for hourly / annually and see if there is a pattern and we can say "this job will most likely be payed annually/hourly"
Separate possible additions to salary and (maybe) store them as a different feature. E.g:
$$$ + Tips $$$ + Benefits $$$ + Bonus ^ Those things will increase the normalized salary and its smarter to keep as a separate feature.
We can even come up with more than one benefits features in one hot encoded form: Tips | Benefits | Bonus | Package ... 1,1,0,0... 0,0,0,0... 1,0,0,0... 0,0,0,1...