Funding
For non-gender specific job and scholarship information, start with the website and discussion lists of the professional organization in your field.
Many field-specific organizations offer their own awards/fellowships to women (e.g., the American Physical Society). Below are more general sites.
American Association of University Women
Fellowships and grants.
Association for Women in Science
AWIS has a fellows program and offers educational awards. There's also a page of links to prizes and grants in various fields.
Graduate Women in Science
National fellowships program.