I regularly have issues with new hire data scientists straight out of Uni. Connect to database, pull multiple tables into pandas / numpy. Then start joining to

I regularly have issues with new hire data scientists straight out of Uni. Connect to database, pull multiple tables into pandas / numpy. Then start joining to find the records they want in python. Why, why, why ???