Civil Engineering Degree

220 schools compared · Average earnings $69,097/yr
Schools Offering
220
Avg Grad Earnings
$69,097/yr
Avg DegreeWorth Score
55/100
AI Automation Risk
High
55% task exposure

Best Schools for Civil Engineering

Top 220 schools ranked by DegreeWorth Score. Click any row for full AI scenario analysis and earnings projections.

# School DW Score Earnings AI Risk ROI
1 Montana Technological University
Butte, MT
75
69–77
$80,327/yr High 23.9x
2 California State Polytechnic University-Pomona
Pomona, CA
75
69–77
$75,758/yr High 32.6x
3 California Polytechnic State University-San Luis Obispo
San Luis Obispo, CA
74
68–76
$80,673/yr High 21.9x
4 San Diego State University
San Diego, CA
74
68–76
$73,584/yr High 28.0x
5 California State University-Long Beach
Long Beach, CA
74
68–77
$73,342/yr High 34.0x
6 California State University-Los Angeles
Los Angeles, CA
74
68–77
$73,178/yr High 35.6x
7 University of Florida
Gainesville, FL
74
68–76
$72,889/yr High 33.3x
8 California State University-Fullerton
Fullerton, CA
74
68–76
$72,606/yr High 31.9x
9 California State University-Chico
Chico, CA
74
68–76
$72,350/yr High 30.5x
10 University of Alaska Anchorage
Anchorage, AK
74
68–76
$72,140/yr High 31.7x
11 California State University-Fresno
Fresno, CA
74
68–76
$71,093/yr High 32.4x
12 University of Houston
Houston, TX
73
68–75
$74,822/yr High 22.5x
13 Purdue University-Main Campus
West Lafayette, IN
73
67–74
$74,369/yr High 20.4x
14 University of Utah
Salt Lake City, UT
73
67–74
$72,156/yr High 21.0x
15 California State University-Sacramento
Sacramento, CA
73
68–76
$71,342/yr High 30.4x
16 University of Alaska Fairbanks
Fairbanks, AK
73
67–75
$71,312/yr High 25.7x
17 Morgan State University
Baltimore, MD
73
67–74
$70,667/yr High 21.5x
18 North Carolina A & T State University
Greensboro, NC
73
68–75
$70,474/yr High 27.2x
19 University of South Florida
Tampa, FL
73
68–76
$70,047/yr High 30.4x
20 University of Wisconsin-Platteville
Platteville, WI
73
67–74
$69,582/yr High 23.4x
21 University of Central Florida
Orlando, FL
73
68–76
$69,321/yr High 32.9x
22 Brigham Young University
Provo, UT
73
67–75
$68,685/yr High 30.8x
23 San Francisco State University
San Francisco, CA
73
67–75
$68,256/yr High 32.9x
24 University of North Carolina at Charlotte
Charlotte, NC
73
67–75
$67,934/yr High 26.7x
25 Florida State University
Tallahassee, FL
73
67–75
$67,050/yr High 37.1x
26 Florida Atlantic University
Boca Raton, FL
73
67–75
$64,671/yr High 40.9x
27 University of Maryland-College Park
College Park, MD
72
67–74
$76,731/yr High 18.7x
28 Georgia Institute of Technology-Main Campus
Atlanta, GA
72
67–73
$75,688/yr High 18.4x
29 The University of Texas at Austin
Austin, TX
72
67–74
$75,153/yr High 18.9x
30 Texas Tech University
Lubbock, TX
72
66–73
$74,655/yr High 18.4x
31 University of North Dakota
Grand Forks, ND
72
67–73
$73,260/yr High 18.8x
32 North Dakota State University-Main Campus
Fargo, ND
72
66–72
$72,729/yr High 17.7x
33 Iowa State University
Ames, IA
72
67–73
$72,502/yr High 19.5x
34 University of Colorado Denver/Anschutz Medical Campus
Denver, CO
72
67–74
$72,362/yr High 20.0x
35 Stony Brook University
Stony Brook, NY
72
66–72
$71,856/yr High 16.0x
36 North Carolina State University at Raleigh
Raleigh, NC
72
67–74
$70,346/yr High 22.9x
37 Minnesota State University-Mankato
Mankato, MN
72
66–73
$69,861/yr High 20.3x
38 University of Nevada-Las Vegas
Las Vegas, NV
72
67–74
$69,629/yr High 23.2x
39 Purdue University Northwest
Hammond, IN
72
67–74
$69,339/yr High 19.6x
40 South Dakota State University
Brookings, SD
72
66–73
$69,129/yr High 19.9x
41 University of Idaho
Moscow, ID
72
66–74
$68,885/yr High 21.9x
42 University of Nebraska at Omaha
Omaha, NE
72
67–74
$68,574/yr High 23.8x
43 Utah State University
Logan, UT
72
66–74
$68,025/yr High 22.5x
44 The University of Texas at San Antonio
San Antonio, TX
72
66–74
$67,994/yr High 22.9x
45 University of Nevada-Reno
Reno, NV
72
66–73
$67,379/yr High 22.1x
46 Montana State University
Bozeman, MT
72
66–73
$67,373/yr High 22.6x
47 CUNY City College
New York, NY
72
67–75
$67,194/yr High 29.8x
48 West Virginia University Institute of Technology
Beckley, WV
72
66–74
$67,062/yr High 24.3x
49 Florida International University
Miami, FL
72
67–75
$66,215/yr High 32.5x
50 University of North Florida
Jacksonville, FL
72
67–75
$65,622/yr High 31.4x
51 Kennesaw State University
Kennesaw, GA
72
67–75
$65,259/yr High 36.5x
52 University of Wyoming
Laramie, WY
72
66–74
$64,595/yr High 27.2x
53 Florida Gulf Coast University
Fort Myers, FL
72
66–75
$64,411/yr High 32.0x
54 Ohio University-Eastern Campus
Saint Clairsville, OH
72
66–74
$63,884/yr High 31.2x
55 Ohio University-Chillicothe Campus
Chillicothe, OH
72
66–74
$63,884/yr High 31.2x
56 Ohio University-Southern Campus
Ironton, OH
72
66–74
$63,884/yr High 31.2x
57 Ohio University-Lancaster Campus
Lancaster, OH
72
66–74
$63,884/yr High 31.2x
58 Ohio University-Zanesville Campus
Zanesville, OH
72
66–74
$63,884/yr High 31.2x
59 Georgia Southern University
Statesboro, GA
72
66–74
$63,195/yr High 31.6x
60 California State University-Northridge
Northridge, CA
72
66–74
$62,768/yr High 30.3x
61 University of California-Berkeley
Berkeley, CA
71
65–73
$78,142/yr High 16.6x
62 George Mason University
Fairfax, VA
71
65–72
$75,822/yr High 16.4x
63 Texas A & M University-College Station
College Station, TX
71
66–73
$75,793/yr High 17.2x
64 University of California-Los Angeles
Los Angeles, CA
71
65–73
$75,510/yr High 17.6x
65 Washington State University
Pullman, WA
71
66–72
$74,841/yr High 16.2x
66 University of Washington-Seattle Campus
Seattle, WA
71
65–73
$73,357/yr High 17.5x
67 University of Washington-Tacoma Campus
Tacoma, WA
71
65–72
$73,357/yr High 17.3x
68 University of Georgia
Athens, GA
71
66–72
$73,327/yr High 15.4x
69 Central Connecticut State University
New Britain, CT
71
65–72
$71,859/yr High 17.6x
70 University of Wisconsin-Madison
Madison, WI
71
66–72
$71,246/yr High 17.7x
71 Oklahoma State University-Main Campus
Stillwater, OK
71
66–72
$71,176/yr High 16.4x
72 The University of Texas at Arlington
Arlington, TX
71
65–72
$70,629/yr High 18.1x
73 University of Nebraska-Lincoln
Lincoln, NE
71
66–72
$70,542/yr High 18.7x
74 University of Iowa
Iowa City, IA
71
66–72
$70,313/yr High 18.4x
75 University of Louisiana at Lafayette
Lafayette, LA
71
66–72
$69,177/yr High 18.4x
76 South Dakota School of Mines and Technology
Rapid City, SD
71
65–71
$68,755/yr High 17.5x
77 The University of Texas at Tyler
Tyler, TX
71
65–73
$67,671/yr High 21.3x
78 University of Oklahoma-Norman Campus
Norman, OK
71
66–74
$67,452/yr High 22.0x
79 West Virginia University
Morgantown, WV
71
65–72
$67,062/yr High 20.1x
80 Mississippi State University
Mississippi State, MS
71
65–73
$65,805/yr High 20.6x
81 Boise State University
Boise, ID
71
66–73
$65,648/yr High 21.7x
82 The University of Tennessee-Chattanooga
Chattanooga, TN
71
65–73
$65,419/yr High 21.4x
83 University of Alabama at Birmingham
Birmingham, AL
71
65–73
$62,283/yr High 22.9x
84 New Mexico State University-Main Campus
Las Cruces, NM
71
64–73
$60,212/yr High 26.0x
85 University of California-Irvine
Irvine, CA
70
64–71
$73,835/yr High 15.6x
86 Colorado State University-Fort Collins
Fort Collins, CO
70
65–71
$73,326/yr High 15.7x
87 Arizona State University Campus Immersion
Tempe, AZ
70
65–72
$70,721/yr High 17.1x
88 Oregon State University-Cascades Campus
Bend, OR
70
64–71
$70,635/yr High 16.8x
89 The University of Alabama
Tuscaloosa, AL
70
65–72
$70,619/yr High 17.2x
90 University of Hawaii at Manoa
Honolulu, HI
70
65–71
$70,330/yr High 16.7x
91 Kansas State University
Manhattan, KS
70
65–71
$69,300/yr High 16.7x
92 University of Kansas
Lawrence, KS
70
64–72
$68,486/yr High 18.1x
93 Portland State University
Portland, OR
70
64–72
$67,509/yr High 18.5x
94 Texas A & M University-Kingsville
Kingsville, TX
70
65–71
$66,429/yr High 18.2x
95 University of New Orleans
New Orleans, LA
70
65–72
$65,119/yr High 19.3x
96 University of Wisconsin-Milwaukee
Milwaukee, WI
70
64–72
$64,317/yr High 19.8x
97 SUNY Polytechnic Institute
Utica, NY
70
65–72
$63,637/yr High 17.5x
98 University of California-Davis
Davis, CA
69
64–71
$75,165/yr High 15.1x
99 University of Cincinnati-Main Campus
Cincinnati, OH
69
64–70
$71,377/yr High 15.2x
100 Oregon State University
Corvallis, OR
69
64–71
$70,635/yr High 15.6x
101 University of Toledo
Toledo, OH
69
65–69
$70,388/yr High 14.4x
102 University of Arizona
Tucson, AZ
69
63–70
$69,655/yr High 15.3x
103 University of South Carolina-Columbia
Columbia, SC
69
64–71
$69,424/yr High 16.3x
104 Auburn University
Auburn, AL
69
64–70
$68,291/yr High 15.3x
105 Louisiana State University and Agricultural & Mechanical College
Baton Rouge, LA
69
64–71
$67,552/yr High 17.4x
106 University of Missouri-Kansas City
Kansas City, MO
69
64–70
$67,076/yr High 16.4x
107 University of Memphis
Memphis, TN
69
64–71
$64,780/yr High 17.9x
108 University at Buffalo
Buffalo, NY
69
64–70
$64,604/yr High 16.7x
109 Tennessee Technological University
Cookeville, TN
69
64–70
$63,577/yr High 17.8x
110 Prairie View A & M University
Prairie View, TX
69
63–70
$63,372/yr High 17.1x
111 University of Arkansas
Fayetteville, AR
69
64–71
$61,979/yr High 19.5x
112 The University of Texas at El Paso
El Paso, TX
69
63–71
$60,287/yr High 18.7x
113 University of South Alabama
Mobile, AL
69
63–72
$59,547/yr High 21.5x
114 University of Mississippi
University, MS
69
63–72
$58,112/yr High 21.1x
115 University of New Mexico-Main Campus
Albuquerque, NM
69
63–72
$54,248/yr High 25.0x
116 Virginia Polytechnic Institute and State University
Blacksburg, VA
68
63–68
$74,285/yr High 12.7x
117 Wayne State University
Detroit, MI
68
64–68
$73,488/yr High 13.1x
118 University of Illinois Urbana-Champaign
Champaign, IL
68
63–69
$73,397/yr High 13.2x
119 Missouri University of Science and Technology
Rolla, MO
68
63–68
$70,664/yr High 13.2x
120 Ohio State University-Main Campus
Columbus, OH
68
63–69
$68,031/yr High 15.0x
121 Southern Illinois University-Edwardsville
Edwardsville, IL
68
63–69
$67,260/yr High 15.2x
122 Northern Arizona University
Flagstaff, AZ
68
63–70
$66,589/yr High 15.8x
123 University of Louisville
Louisville, KY
68
62–70
$66,064/yr High 16.4x
124 Oregon Institute of Technology
Klamath Falls, OR
68
62–69
$64,425/yr High 15.7x
125 Old Dominion University
Norfolk, VA
68
62–70
$64,246/yr High 16.2x
126 Louisiana Tech University
Ruston, LA
68
64–69
$61,868/yr High 14.3x
127 Southern University and A & M College
Baton Rouge, LA
68
63–68
$60,219/yr High 14.1x
128 Angelo State University
San Angelo, TX
68
63–69
$56,688/yr High 16.0x
129 University of Colorado Boulder
Boulder, CO
67
62–67
$73,033/yr High 11.9x
130 University of Delaware
Newark, DE
67
62–68
$72,783/yr High 12.7x
131 Michigan State University
East Lansing, MI
67
62–68
$72,048/yr High 12.6x
132 University of Missouri-Columbia
Columbia, MO
67
63–68
$69,566/yr High 13.2x
133 Clemson University
Clemson, SC
67
61–68
$69,386/yr High 13.3x
134 University of Illinois Chicago
Chicago, IL
67
62–68
$69,310/yr High 13.6x
135 University of Kentucky
Lexington, KY
67
62–67
$67,044/yr High 13.4x
136 University of Pittsburgh-Johnstown
Johnstown, PA
67
61–69
$66,943/yr High 14.2x
137 University of Akron Main Campus
Akron, OH
67
63–68
$66,820/yr High 14.1x
138 Cleveland State University
Cleveland, OH
67
63–67
$66,295/yr High 13.4x
139 Southern Illinois University-Carbondale
Carbondale, IL
67
62–67
$65,269/yr High 13.8x
140 University of Maine
Orono, ME
67
62–68
$64,785/yr High 14.1x
141 University of Alabama in Huntsville
Huntsville, AL
67
63–68
$64,122/yr High 12.6x
142 Citadel Military College of South Carolina
Charleston, SC
67
61–70
$61,163/yr High 16.9x
143 Youngstown State University
Youngstown, OH
67
62–68
$59,149/yr High 15.7x
144 The University of Texas Rio Grande Valley
Edinburg, TX
67
61–69
$54,182/yr High 17.9x
145 Western Michigan University
Kalamazoo, MI
66
62–67
$69,706/yr High 12.2x
146 University of California-San Diego
La Jolla, CA
66
60–68
$65,478/yr High 14.1x
147 University of Minnesota-Duluth
Duluth, MN
66
61–67
$65,175/yr High 13.1x
148 The University of Tennessee-Knoxville
Knoxville, TN
66
61–68
$64,386/yr High 14.1x
149 Ohio University-Main Campus
Athens, OH
66
61–67
$63,884/yr High 13.5x
150 Western Kentucky University
Bowling Green, KY
66
62–67
$60,086/yr High 14.2x
151 Jackson State University
Jackson, MS
66
59–70
$49,498/yr High 22.4x
152 Rutgers University-New Brunswick
New Brunswick, NJ
65
60–67
$70,609/yr High 12.0x
153 University of Connecticut-Waterbury Campus
Waterbury, CT
65
60–67
$70,388/yr High 12.0x
154 University of Connecticut-Avery Point
Groton, CT
65
60–67
$70,388/yr High 12.0x
155 University of Connecticut-Stamford
Stamford, CT
65
60–67
$70,388/yr High 12.0x
156 University of Connecticut-Hartford Campus
Hartford, CT
65
60–67
$70,388/yr High 12.0x
157 University of Massachusetts-Amherst
Amherst, MA
65
60–66
$69,757/yr High 11.5x
158 University of Rhode Island
Kingston, RI
65
60–65
$68,728/yr High 11.5x
159 Rowan University
Glassboro, NJ
65
60–66
$67,362/yr High 12.4x
160 University of Virginia-Main Campus
Charlottesville, VA
64
59–65
$74,772/yr High 10.4x
161 The College of New Jersey
Ewing, NJ
64
60–64
$71,649/yr High 8.6x
162 Michigan Technological University
Houghton, MI
64
59–65
$70,928/yr High 10.6x
163 University of Michigan-Ann Arbor
Ann Arbor, MI
64
59–66
$67,764/yr High 11.9x
164 University of Minnesota-Twin Cities
Minneapolis, MN
64
59–65
$65,835/yr High 11.5x
165 University of Massachusetts-Lowell
Lowell, MA
64
59–65
$65,103/yr High 11.7x
166 University of Puerto Rico-Mayaguez
Mayaguez, PR
64
58–67
$41,324/yr High 31.6x
167 University of Connecticut
Storrs, CT
63
58–64
$70,388/yr High 10.1x
168 New Jersey Institute of Technology
Newark, NJ
63
58–64
$68,288/yr High 10.2x
169 University of Massachusetts-Dartmouth
North Dartmouth, MA
63
59–64
$63,158/yr High 11.0x
170 Colorado School of Mines
Golden, CO
62
57–64
$70,301/yr High 9.7x
171 University of New Hampshire-Main Campus
Durham, NH
62
57–63
$67,035/yr High 9.9x
172 University of Pittsburgh-Pittsburgh Campus
Pittsburgh, PA
61
55–63
$66,943/yr High 9.3x
173 Temple University
Philadelphia, PA
60
55–62
$68,389/yr High 8.5x
174 University of Vermont
Burlington, VT
60
55–62
$61,898/yr High 9.3x
175 Virginia Military Institute
Lexington, VA
59
54–61
$61,547/yr High 8.9x
176 Lawrence Technological University
Southfield, MI
58
52–59
$77,836/yr High 3.6x
177 Loyola Marymount University
Los Angeles, CA
57
52–59
$87,790/yr High 2.7x
178 University of Southern California
Los Angeles, CA
57
51–59
$85,262/yr High 3.3x
179 Santa Clara University
Santa Clara, CA
57
52–60
$84,883/yr High 3.7x
180 The Catholic University of America
Washington, DC
57
51–59
$77,501/yr High 3.6x
181 Manhattan College
Riverdale, NY
57
51–59
$75,290/yr High 4.2x
182 Wentworth Institute of Technology
Boston, MA
57
52–59
$75,001/yr High 4.5x
183 California Baptist University
Riverside, CA
57
52–60
$73,497/yr High 5.1x
184 Bradley University
Peoria, IL
57
51–58
$72,573/yr High 4.2x
185 Cornell University
Ithaca, NY
56
50–57
$80,261/yr High 2.8x
186 Worcester Polytechnic Institute
Worcester, MA
56
50–58
$76,419/yr High 3.1x
187 Merrimack College
North Andover, MA
56
51–57
$75,556/yr High 2.6x
188 Milwaukee School of Engineering
Milwaukee, WI
56
50–57
$72,940/yr High 2.8x
189 Saint Martin's University
Lacey, WA
56
51–59
$71,601/yr High 4.3x
190 University of Dayton
Dayton, OH
56
50–58
$71,411/yr High 3.8x
191 University of New Haven
West Haven, CT
56
50–58
$70,495/yr High 4.0x
192 Ohio Northern University
Ada, OH
56
50–57
$68,129/yr High 4.1x
193 Bucknell University
Lewisburg, PA
55
50–56
$80,231/yr High 2.4x
194 Northeastern University
Boston, MA
55
49–57
$76,362/yr High 2.7x
195 Syracuse University
Syracuse, NY
55
49–57
$74,748/yr High 2.8x
196 Gonzaga University
Spokane, WA
55
50–57
$74,355/yr High 3.0x
197 Stevens Institute of Technology
Hoboken, NJ
55
49–57
$74,011/yr High 2.9x
198 Rose-Hulman Institute of Technology
Terre Haute, IN
55
50–57
$73,821/yr High 2.9x
199 Quinnipiac University
Hamden, CT
55
50–56
$73,064/yr High 2.4x
200 University of Portland
Portland, OR
55
49–56
$72,094/yr High 2.9x
201 Illinois Institute of Technology
Chicago, IL
55
50–56
$71,760/yr High 3.1x
202 Valparaiso University
Valparaiso, IN
55
50–56
$69,549/yr High 3.3x
203 Marquette University
Milwaukee, WI
55
49–57
$68,386/yr High 3.7x
204 University of Hartford
West Hartford, CT
55
49–57
$67,968/yr High 3.5x
205 Trine University
Angola, IN
55
50–57
$65,700/yr High 4.4x
206 University of Notre Dame
Notre Dame, IN
54
49–56
$74,499/yr High 2.8x
207 Case Western Reserve University
Cleveland, OH
54
49–55
$74,266/yr High 1.9x
208 Lehigh University
Bethlehem, PA
54
49–56
$73,545/yr High 2.7x
209 New York University
New York, NY
54
49–56
$72,628/yr High 2.9x
210 Drexel University
Philadelphia, PA
54
49–56
$72,087/yr High 2.7x
211 Rensselaer Polytechnic Institute
Troy, NY
54
48–56
$71,790/yr High 2.8x
212 Clarkson University
Potsdam, NY
54
48–55
$70,136/yr High 2.6x
213 Widener University
Chester, PA
54
49–55
$69,289/yr High 2.7x
214 Seattle University
Seattle, WA
54
49–55
$69,151/yr High 2.2x
215 Western New England University
Springfield, MA
54
49–55
$67,726/yr High 2.6x
216 Florida Institute of Technology
Melbourne, FL
54
48–55
$64,579/yr High 3.4x
217 Southern University Law Center
Baton Rouge, LA
54
49–57
$60,219/yr High
218 Villanova University
Villanova, PA
53
48–55
$71,525/yr High 2.4x
219 Lafayette College
Easton, PA
53
48–55
$70,391/yr High 2.6x
220 Norwich University
Northfield, VT
45
39–49
$44,884/yr High 2.6x

Highest Earning Civil Engineering Programs

Schools where Civil Engineering graduates earn the most in their first year after graduation.

School 1-Year Earnings DW Score AI Risk
Loyola Marymount University $87,790/yr 57 High
University of Southern California $85,262/yr 57 High
Santa Clara University $84,883/yr 57 High
California Polytechnic State University-San Luis Obispo $80,673/yr 74 High
Montana Technological University $80,327/yr 75 High
Cornell University $80,261/yr 56 High
Bucknell University $80,231/yr 55 High
University of California-Berkeley $78,142/yr 71 High
Lawrence Technological University $77,836/yr 58 High
The Catholic University of America $77,501/yr 57 High

Best ROI for Civil Engineering

Schools with the highest earnings-to-tuition ratio for Civil Engineering.

School ROI Multiple Earnings DW Score
Florida Atlantic University 40.9x $64,671/yr 73
Florida State University 37.1x $67,050/yr 73
Kennesaw State University 36.5x $65,259/yr 72
California State University-Los Angeles 35.6x $73,178/yr 74
California State University-Long Beach 34.0x $73,342/yr 74
University of Florida 33.3x $72,889/yr 74
San Francisco State University 32.9x $68,256/yr 73
University of Central Florida 32.9x $69,321/yr 73
California State Polytechnic University-Pomona 32.6x $75,758/yr 75
Florida International University 32.5x $66,215/yr 72

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Frequently Asked Questions

How much do Civil Engineering graduates earn?
Across 220 schools, Civil Engineering graduates earn an average of $69,097 per year in their first year after graduation. Earnings range from $41,324 to $87,790 depending on the school.
What is the AI automation risk for Civil Engineering?
Civil Engineering is rated "High" for AI automation risk, with an average of 55% of job tasks exposed to large language models and AI tools. This means most career tasks in this field could be augmented or replaced by AI over the next decade.
Which school has the best Civil Engineering program?
Based on our DegreeWorth Score (combining earnings, AI resilience, job market size, and ROI), Montana Technological University ranks #1 for Civil Engineering with a score of 75/100 and graduate earnings of $80,327/yr.
Is a Civil Engineering degree worth it?
On average, Civil Engineering graduates earn 16.1x their in-state tuition over 10 years. This is a strong return on investment.

About This Data

This page aggregates Civil Engineering programs across 220 schools using earnings data from the U.S. Department of Education College Scorecard, employment projections from the Bureau of Labor Statistics (2024–2034), and AI automation risk research from OpenAI and academic institutions.

The DegreeWorth Score (0–100) combines four equally weighted factors: graduate earnings, AI resilience, job market size, and return on investment. Each school's program page includes three AI scenarios (optimistic, base case, pessimistic) showing how automation could affect 10-year earnings.

Data: U.S. Department of Education College Scorecard (earnings, debt), Bureau of Labor Statistics 2024–2034 (employment projections), OpenAI GPTs-are-GPTs research (AI task exposure), Felten et al. AIOE. Last updated 2025.