Yes, there are. There are many professional female drummers like there are men.
Skillet has had two female drummers at different times (Lori Peters 2000-2007, Jen Ledger 2008-present).
Katherina Bornefeld of The Ex
Tobi Vail (Bikini Kill)
Janet Weiss (Sleater-Kinney)
Meg White (White Stripes)
Next, Kid Rock's drummer Stefanie Eulinberg.
Shauney Baby used to play for Hilary Duff, and now plays for will.i.am.
Jen Lowe gigs with a lot of people--Jason Mraz in particular.
Kitty from Mindless Self Indulgence.
Lauren Barlow, from BarlowGirl, plays drums and sings lead vocals.
Sheila E--the female Phil Collins. She's a drummer who sings.
Kid Rock's drummer Stefanie Eulinberg.
EDIT
Jen Ledger is the drummer for the band Skillet (2008-Present)
Lori Peters, also with Skillet (1999-2008)
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"Lots" is probably the best answer; they went through at least 5 drummers - some on one night only. George Harrison said the best drummer they ever had was someone called Thomas Moore. Their most "durable" drummers were Pete Best - who was drummer for 2 years - and, of course, Ringo Starr.
John Bonham and Keith Moon
Andy White, Jimmie Nicol, Pete Best and Ringo Starr.
Kim cranes
No. Carmine Appice and Mark Dolfen were the only drummers to perform with Vanilla Fudge.