I know Netflix does, who else ? Edit: To people asking what I meant with “pay well” : I meant top of market think top percentile for each shade of ds. Edit : adding a list of companies that pay top of market. Netflix Lyft Uber Coinbase Meta Snap Bytedance/tiktok Doordash #dataanalytics #data #datascience
FB Product DS salary is just fine! But not very good
Fb is ok to start with but has nice refreshers this is how people end up with nice TC. But offers aren’t that great (less than 300k) usually.
Tiktok
What do you mean by data science?
Right? So many people define it differently.
Uber/Lyft if you take out stock appreciation
Coinbase
fb ds includes pure analytics and pays very well for that kind of role, although I've heard of some other companies (e.g. lyft) paying more
Airbnb
Amazon /Twitch
Facebook. Spending some time browsing this site should give you a pretty good answer
I hear it’s SQL all day and no modeling.
From my experience, a lot of the work in DS is in combing legacy datasets to get them usable for ML. The actual modeling parts are “relatively” straight forward for MOST use cases. Obviously you’ll have some features or products that do pretty advanced ML, but for things like optimization it’s a lot more time spent building populations to train off of