Re:Ask HN: Machine learning contractors, how much do you cha...
by ageitgey on Saturday March 30, 2019 @01:38PM
(#19530674)
My experience at a very high level:
- 1% true research / original ML
- 29% figuring out clever ways to apply existing approaches to new problems, understanding how clients business works and thinking of new twists on old ideas to solve those unique problems, etc
- 70% helping the customer understand what ML can do, how to manage their data and how to convince the rest of the company and IT to let them actually do it
I would also ask if you have a rough idea how much of the ML work is implementing basic models to production versus actual data scientific work in coming up with/tuning the underlying models themselves.