SCOTUSblog's Tom Goldstein is reporting that President Obama will announce his pick tomorrow, Monday, at 11 am. Speculation is centering on Solicitor General Elena Kagan. Stay tuned.
[UPDATE: 5/9 11pm: Various news outlets (NYTimes here) are reporting that Kagan is indeed the pick, to be announced by the President during the day tomorrow.]