Data Scientist Offer Evaluation

I do have ~3.5 years of experience in Data Analytics & Science. Help me choose a better option! Cigna: need to accept offer within a week Anthem: will get to know TC in early next week Others: early/first round stages of DS interviews (Amazon (advertising), Spotify(advertising), Facebook) #cigna folks, They gave me band4, offered base +bonus (no sign-on bonus/stocks), Can you share your experiences? Edit: Anthem HR came back and said they offer ~120K. If you are in a similar situations, please share in comments! TC: ~100K YoE: ~3.5 #cigna #anthem #amazon #facebook #spotify #datascientist