TABLE 1A. Education and Wages Group: Civil Engineering Region: Northeast Minnesota

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1 Occupation Title TABLE 1A. Education and Wages Group: Civil Education Level Median Wage Civil Engineers Bachelor's degree $33.88 Environmental Engineers Bachelor's degree $37.71 Regional Average, All Occupations $15.57 Statewide Average, All Occupations $17.73 Occupation Title TABLE 1B. and Future Labor Demand Group: Civil 2011 Estimated Employment Occupations in Demand Indicator (5=high) Job Vacancy Rate Percent Growth Future Average Annual Openings Civil Engineers % 7 Environmental Engineers % 2 Regional Total Civil % 9 Statewide Total Civil 3, % 137 Regional Total All Occupations 138, % 8.9% 4,939 Statewide Total All Occupations 2,562, % 8.7% 88,558 Note: There only three instructional programs in the state that had engineering graduates in the revised civil engineering unit of analysis. Two of the programs are at the University of Minnesota Twin Cities and the other is at Minnesota State University, Mankato. Consequently, the profiles for the Twin Cities and Southwest regions are the only ones with supply data in tables 3 through 6.

2 Occupation Title TABLE 2A. Education and Wages Group: Electrical and Computer Education Level Median Wage Electrical and Electronics Technicians Associate's degree $29.81 Electrical Engineers Bachelor's degree $39.80 Software Developers, Applications Bachelor's degree $34.64 Software Developers, Systems Software Bachelor's degree $31.65 Regional Average, All Occupations $15.57 Statewide Average, All Occupations $17.73 Occupation Title TABLE 2B. and Future Labor Demand Group: Electrical and Computer 2011 Estimated Employment Occupations in Demand Indicator (5=high) Job Vacancy Rate Percent Growth Future Average Annual Openings Electrical and Electronics Technicians % 4 Electrical Engineers % 5 Software Developers, Applications % 11 Software Developers, Systems Software % 3 Regional Total Electrical and Computer % 23 Statewide Total Electrical and Computer 31, % 914 Regional Total All Occupations 138, % 8.9% 4,939 Statewide Total All Occupations 2,562, % 8.7% 88,558

3 TABLE 2C. Number of Program Completers by Award Level 2010 Group: Electrical and Computer Electrical and Electronics Regional Total Electrical and Computer Statewide Total Electrical and Computer

4 TABLE 2D. Percentage of Program Completers by Award Level 2010 Group: Electrical and Computer Electrical and Electronics 87.0% 13.0% 100.0% Regional Total Electrical and Computer 87.0% 13.0% 100.0% Statewide Total Electrical and Computer 1.9% 64.7% 33.4% 100.0% Institution TABLE 2E. Number of Awards by Institution, 2010 Group: Electrical and Computer Number of Awards Percentage of Awards University of Minnesota Duluth % Regional Total Electrical and Computer % Statewide Total Electrical and Computer %

5 Occupation Title TABLE 3A. Education and Wages Group: Mechanical and Manufacturing Education Level Median Wage Automotive Service Technicians and Mechanics High school diploma or equivalent $16.68 Mechanical Technicians Associate's degree $21.90 Mechanical Engineers Bachelor's degree $33.20 Regional Average, All Occupations $15.57 Statewide Average, All Occupations $17.73 Occupation Title TABLE 3B. and Future Labor Demand Group: Mechanical and Manufacturing 2011 Estimated Employmen Occupations in Demand Indicator (5=high) Job Vacancy Rate Percent Growth Future Average Annual Openings Automotive Service Technicians and Mechanics % 15 Mechanical Technicians % 1 Mechanical Engineers % 4 Regional Total Mechanical and Manufacturing % 20 Statewide Total Mechanical and Manufacturing 15, % 380 Regional Total All Occupations 138, % 8.9% 4,939 Statewide Total All Occupations 2,562, % 8.7% 88,558 TABLE 3C. Number of Program Completers by Award Level 2010 Group: Mechanical and Manufacturing Mechanical Regional Total Mechanical and Manufacturing Statewide Total Mechanical and Manufacturing

6 TABLE 3D. Percentage of Program Completers by Award Level 2010 Group: Mechanical and Manufacturing Mechanical % 100.0% Regional Total Mechanical and Manufacturing 100.0% 100.0% Statewide Total Mechanical and Manufacturing 1.3% 11.8% 69.1% 17.7% 100.0% TABLE 3E. Number of Awards by Institution, 2010 Group: Mechanical and Manufacturing Institution Number of Awards Percentage of Awards University of Minnesota Duluth % Regional Total Mechanical and Manufacturing % Statewide Total Mechanical and Manufacturing %

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