Hutchinson is the senior vice president of Maesa, the company that makes Barrymore's Flower Beauty products. Barrymore founded the brand in 2013.
The two first sparked romance rumors earlier this month when Barrymore tagged Hutchinson in a few of her captions on Instagram. The first featured a blurry shot of Barrymore hanging out with her close pal Zanna Roberts Rassi and was captioned, "The sign of a good night and #sistersinbeauty @zannarassi@mazdackrassi @davidjhutchinson #groomingsisters #lovebeingagirl."
This marks Barrymore's first relationship since filing for divorce from her ex-husband, Will Kopelman, last July after nearly four years of marriage. Back in February, the mother of two was a guest on The Ellen DeGeneres Show, where she got candid on the highs and lows of going through a divorce.