Data scientist competitive offer

Anyone receive competitive offers for data scientist and have an idea what company has strongest package? I have a friend who is interviewing with facebook, Amazon, Google and Airbnb. She got her masters within the last couple of years and has about 2 years of non academic experience. Thinks she will get low balled since she’s recently graduated.