A STEM job normally requires some education beyond high school. Interestingly, An Associate's degree in a STEM field can often bring in more money than a Bachelors degree in a liberal arts field. As an example, STEM jobs requiring an Associate's Degree averaged just under $50,000 a year in the Tampa area.
A Bachelor's degree in a STEM field is a great investment. Almost 30% of the jobs in the Washington DC area are STEM jobs. The same source points out that over 20% of the jobs in the Norfolk area are STEM jobs. While you may not go to UVA or Virginia Tech for engineering, there are many programs across the country to choose from including some online programs. Check the UVA and VT sites out to see what admission requirements are and what is expected of students in the program.
STEM education does not need to end with a Bachelor's degree. Many of the programs referenced above offer a Master's degree or a Ph.D. As a rule of thumb, the higher the degree, the more you can get paid. A Ph.D. in Electrical Engineering can command a salary above $100,000 a year.
http://www.nsf.gov/funding/pgm_summ.jsp?pims_id=5257
Thermo Scientific Pierce
http://www.pierce-antibodies.com/PierceScholarship/
Blackberry Scholars Program (for women)
http://global.blackberry.com/campaigns/scholarship/scholars-2013/overview.html
ASCO Numatics Industrial Automation Engineering College Scholarships
http://www.asconumatics.com/LiteratureRequest/ASCO-Numatics-Scholarship.aspx
Society of Women Engineers
http://societyofwomenengineers.swe.org/index.php/scholarships#activePanels_
Education Portal Computer Science Scholarship
http://education-portal.com/pages/Computer_Science_Academic_Scholarship.html
$100,000 Intel Science Talent Search
http://www.sciserv.org/sts/
Rockwell Collins Scholarship
http://www.engr.sjsu.edu/students/scholarships/rockwell-collins
SME Education Foundation
http://www.smeef.org/scholarships/
AIST Foundation Scholarships
http://www.aistfoundation.org/scholarships/foundation_scholarships.htm
American Society of Naval Engineers (ASNE)
https://www.navalengineers.org/Pages/default.aspx
American Society of Civil Engineers (ASCE)
http://www.asce.org/Content.aspx?id=18337