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What you'll do in college

These majors prepare students to manage the data, technology, and processes that keep modern organizations running. Coursework includes statistics, database management, business analytics, supply chain, operations research, programming (often Python, R, and SQL), and project management.

Many programs are housed in business schools and combine quantitative modeling with business strategy. Capstone projects often involve working with a real company on a process, logistics, or data problem.

What you'll do after college

Grads become business analysts, data analysts, supply chain managers, operations research analysts, IT consultants, and project managers at companies in retail, logistics, healthcare, finance, and tech. The work mixes data analysis, optimization, system design, and a lot of cross-team coordination—translating between business managers and engineers.

Pay is solid and demand is steady because every large organization needs people who can do this. Many roles are strong entry points into management or product roles.

Selectivity vs. earnings

By acceptance rate

$73,709
1,082
100–93%
$82,291
2,102
93–86%
$83,160
3,185
86–80%
$78,766
4,273
80–72%
$88,412
4,252
72–58%
$87,058
3,189
58–47%
$93,838
2,208
47–22%
$112,639
978
21–0%
Acceptance rate · bar = degree-weighted earnings

By SAT median

$70,160
905
400–1040
$74,247
1,832
1040–1110
$76,329
2,655
1110–1170
$85,463
3,637
1170–1240
$86,808
3,540
1240–1290
$98,433
2,801
1290–1380
$98,196
1,795
1380–1450
$115,858
881
1460–1600
Combined SAT composite median (submitters + non-submitters) · bar = degree-weighted earnings

Earnings vs. selectivity rank

$59,575p10 $98,168p90 Military STEM Non-Research Business Liberal Arts Public University Religious University Private University Public University 1–15 Private University 1–30 Citadel Military College of South Carolina · $79,241 Florida Polytechnic University · $83,274 Wentworth Institute of Technology · $79,511 Milwaukee School of Engineering · $88,310 Lawrence Technological University · $88,490 Bentley University · $97,269 Bryant University · $81,736 Menlo College · $80,244 Northwood University · $78,024 Nichols College · $71,047 Trinity University · $69,155 Bucknell University · $97,189 Muhlenberg College · $92,139 Claflin University · $59,505 Florida Southern College · $73,357 Oakwood University · $73,749 Flagler College · $61,853 Grove City College · $86,130 Adrian College · $61,385 Cumberland University · $62,346 Champlain College · $72,875 Cornell College · $65,444 Texas Lutheran University · $74,936 Ottawa University - Ottawa · $71,263 Maryville College · $68,244 Augustana College (IL) · $77,794 Saint Mary-of-the-Woods College · $58,026 Juniata College · $75,378 Loras College · $75,208 Spring Hill College · $72,333 Wittenberg University · $78,289 Lipscomb University · $86,588 Albertus Magnus College · $75,071 Calvin University · $67,801 Augsburg University · $72,702 Hamline University · $79,545 Susquehanna University · $83,141 York College of Pennsylvania · $68,280 Catawba College · $74,270 Whittier College · $66,492 Lenoir-Rhyne University · $70,348 Bethel University · $63,116 Simpson College · $80,348 Eastern Mennonite University · $77,733 Miles College · $59,453 Hiram College · $63,539 University of Mary Hardin-Baylor · $70,445 Florida Agricultural and Mechanical University · $59,051 Binghamton University · $106,122 Alabama A&M University · $57,569 University of South Florida · $78,624 University of Washington · $84,676 CUNY Bernard M Baruch College · $74,800 Florida International University · $65,776 Morgan State University · $57,088 North Carolina A&T State University · $67,808 Albany State University · $52,662 University of Maryland, College Park · $100,536 State University of New York at New Paltz · $70,361 Auburn University · $87,186 University of Minnesota - Crookston · $88,279 University of Tennessee, Knoxville · $88,128 Ohio State University · $88,354 Texas A&M University - College Station · $94,025 Fayetteville State University · $57,031 Florida Atlantic University · $68,317 Fort Valley State University · $56,862 Governors State University · $57,178 Northern Illinois University · $72,055 West Chester University of Pennsylvania · $73,460 University of West Florida · $63,813 Texas A&M International University · $55,853 University of Connecticut · $99,798 University of South Carolina · $93,370 Pennsylvania State University · $98,539 Tarleton State University · $69,380 Central Connecticut State University · $72,771 Georgia State University · $75,314 University of Arkansas at Little Rock · $71,639 University of Pittsburgh · $103,038 Illinois State University · $76,608 University of Massachusetts - Amherst · $87,918 Arkansas State University · $57,825 Texas Southern University · $60,614 Winthrop University · $59,991 Appalachian State University · $77,721 University of Minnesota - Twin Cities · $83,240 Ball State University · $87,810 Central Michigan University · $82,850 Eastern Michigan University · $73,195 Oklahoma State University · $73,645 Rutgers University - New Brunswick · $98,384 James Madison University · $86,136 Texas Tech University · $85,202 University of Alaska - Anchorage · $60,834 University of Michigan - Dearborn · $87,512 Eastern Illinois University · $59,367 Louisiana State University · $92,723 University of Alabama · $117,305 College of Charleston · $63,216 Louisiana Tech University · $69,593 Cleveland State University · $72,528 East Carolina University · $78,554 Georgia Southern University · $80,576 Minnesota State University Moorhead · $63,878 Missouri State University - Springfield · $63,720 Morehead State University · $63,695 Murray State University · $68,577 Nicholls State University · $75,656 Northeastern State University · $59,880 Northwest Missouri State University · $75,474 Oakland University · $81,127 Ohio University · $85,860 Oregon Institute of Technology · $57,005 Salem State University · $65,742 Southern Illinois University - Carbondale · $66,370 Temple University · $79,980 Texas A&M University - Corpus Christi · $58,493 Troy University · $64,422 University of Central Arkansas · $68,636 University of Delaware · $95,270 University of Houston - Downtown · $77,978 University of Massachusetts - Dartmouth · $69,025 University of Memphis · $73,542 University of Nebraska at Kearney · $79,597 University of North Carolina at Greensboro · $62,249 University of Oklahoma - Norman · $106,336 University of Southern Maine · $59,090 University of Tennessee Southern · $66,078 University of Texas Rio Grande Valley · $53,581 University of Texas at Arlington · $69,436 University of Texas at Dallas · $84,672 Virginia Commonwealth University · $82,116 Western Illinois University · $62,637 Wright State University · $77,965 Eastern Connecticut State University · $75,935 Farmingdale State College · $62,040 Texas A&M University - San Antonio · $88,540 Miami University - Ohio · $102,096 University of Michigan - Flint · $56,686 University of Wisconsin - La Crosse · $79,487 University of Rhode Island · $72,131 Bemidji State University · $59,315 Clayton State University · $55,375 Oregon State University · $69,810 University of Arkansas · $90,162 University of Idaho · $72,634 University of Louisville · $93,964 University of Mississippi · $72,477 University of Tennessee, Martin · $70,374 University of Wisconsin - Parkside · $70,750 Washington State University · $69,613 University of Houston · $82,136 University of Illinois Chicago · $64,592 University of South Carolina Upstate · $61,563 Rowan University · $67,451 Prairie View A&M University · $51,808 Rutgers University - Newark · $78,940 SUNY Old Westbury · $63,312 University of North Florida · $64,798 University of North Carolina at Charlotte · $72,909 East Tennessee State University · $57,391 Middle Tennessee State University · $71,930 University of Louisiana at Lafayette · $61,586 University of New Hampshire · $83,165 Youngstown State University · $56,865 Saginaw Valley State University · $72,484 Columbus State University · $66,125 Tennessee Technological University · $69,188 Western Carolina University · $80,069 Kennesaw State University · $60,972 University of Iowa · $100,989 University of West Georgia · $65,401 Metropolitan State University of Denver · $86,437 Portland State University · $72,591 University of Nebraska, Lincoln · $68,661 University of Toledo · $70,535 University of Central Oklahoma · $63,347 University of North Texas · $75,725 Valley City State University · $71,139 Bowling Green State University · $84,684 Eastern Washington University · $63,488 Indiana University of Pennsylvania · $73,160 Kent State University at Kent · $72,041 Shippensburg University of Pennsylvania · $73,164 University of North Dakota · $73,463 University of Utah · $90,962 West Liberty University · $67,787 University of California, Santa Cruz · $80,694 University of Virginia's College at Wise · $63,470 University of Wisconsin - Whitewater · $74,530 Western Michigan University · $73,026 Michigan State University · $89,274 Mississippi State University · $62,162 Wayne State University · $103,866 Boise State University · $69,235 Framingham State University · $54,644 Indiana University - Indianapolis · $74,920 Central Washington University · $60,483 Commonwealth University of Pennsylvania · $63,391 Delta State University · $63,293 Emporia State University · $74,734 Ferris State University · $64,353 Fort Hays State University · $77,511 Georgia Gwinnett College · $64,626 Iowa State University · $84,102 Rhode Island College · $72,853 Stockton University · $72,118 University of Akron · $71,852 University of Arizona · $86,878 University of Cincinnati · $87,224 University of Maine · $68,429 University of South Dakota · $68,873 West Virginia University · $85,628 Western Connecticut State University · $76,433 Western Kentucky University · $65,140 Northern Michigan University · $67,679 Michigan Technological University · $86,460 Bridgewater State University · $62,668 Francis Marion University · $58,116 University of Washington - Bothell · $84,676 University of Nebraska at Omaha · $74,984 Arizona State University · $99,170 University of Hawaii at Manoa · $65,788 University of Wisconsin - Platteville · $65,658 Minot State University · $70,826 Florida Gulf Coast University · $63,232 University of Wisconsin - Milwaukee · $80,473 Northern Arizona University · $67,424 University of Kentucky · $84,395 University of Montevallo · $57,986 University of North Alabama · $55,059 University of North Texas at Dallas · $64,248 University of Wisconsin - Oshkosh · $89,478 University of Texas at San Antonio · $80,146 University of Wisconsin - Stout · $74,662 Old Dominion University · $69,669 Southeastern Louisiana University · $57,137 North Dakota State University · $102,744 Pennsylvania State University - Erie-Behrend College · $97,958 Pennsylvania State University - Harrisburg · $70,797 University of Southern Mississippi · $57,846 University of Kansas · $104,099 Grand Valley State University · $74,227 Utah State University · $85,969 University of Northern Iowa · $80,724 Western Washington University · $79,606 Pennsylvania Western University · $56,491 University of South Alabama · $58,011 Kansas State University · $84,050 Midwestern State University · $64,358 University of Texas at El Paso · $52,988 University of Wyoming · $59,423 Virginia State University · $71,172 Sam Houston State University · $66,092 West Texas A&M University · $76,217 Missouri Western State University · $53,418 Shawnee State University · $48,930 University of Arkansas at Monticello · $62,686 Utah Valley University · $83,492 Washburn University · $72,468 Weber State University · $85,573 University of Notre Dame · $128,078 Boston College · $88,528 Fairfield University · $89,384 North Carolina Wesleyan University · $62,303 Villanova University · $120,049 Wilberforce University · $77,054 Fordham University · $86,687 Point University · $57,007 Saint Louis University · $87,948 Southern Methodist University · $104,612 Texas Christian University · $108,720 Loyola Marymount University · $94,364 Liberty University · $80,932 Belmont Abbey College · $62,356 Loyola University New Orleans · $70,999 William Peace University · $62,032 Baylor University · $97,650 John Brown University · $78,820 University of San Diego · $80,693 LeTourneau University · $81,295 Quincy University · $52,968 Yeshiva University · $90,435 Charleston Southern University · $70,500 California Lutheran University · $73,048 Southwestern Adventist University · $49,187 Texas Wesleyan University · $67,781 Andrews University · $70,903 Creighton University · $91,872 Spring Arbor University · $64,437 University of Dayton · $96,550 Olivet Nazarene University · $66,575 University of San Francisco · $79,856 Anderson University · $77,149 Cedarville University · $83,780 Manhattan College · $76,175 Midland University · $64,717 Faulkner University · $60,327 University of Evansville · $71,880 Rockhurst University · $77,329 Ashland University · $70,753 University of St Francis · $71,712 Brigham Young University · $112,931 Concordia University Wisconsin · $74,207 Ohio Northern University · $57,175 Abilene Christian University · $83,031 Reinhardt University · $80,429 Elmhurst University · $70,358 Lewis University · $70,609 Lee University · $79,015 Chaminade University of Honolulu · $69,500 Iona University · $64,891 John Carroll University · $81,708 La Roche University · $60,529 Newman University · $75,866 Regis College · $75,873 St. Ambrose University · $67,700 Le Moyne College · $69,444 Saint Francis University · $73,636 Saint Vincent College · $72,660 Oakland City University · $52,508 Ouachita Baptist University · $78,248 Southern Adventist University · $66,836 Colorado Christian University · $62,234 Millikin University · $99,103 University of Tulsa · $108,499 Loyola University Chicago · $104,920 Baldwin Wallace University · $61,363 University of Jamestown · $74,947 Holy Family University · $72,644 DeSales University · $74,640 Marquette University · $84,051 McKendree University · $65,513 University of Indianapolis · $65,522 Carson-Newman University · $64,000 University of Mary · $77,822 Lakeland University · $69,310 Walsh University · $76,954 University of Scranton · $88,412 La Salle University · $76,566 Mount Mercy University · $67,077 Regis University · $76,342 Wayland Baptist University · $59,260 Seattle University · $83,649 George Fox University · $80,940 Grace College and Theological Seminary · $72,715 Otterbein University · $77,743 Siena College · $76,029 Gannon University · $54,126 Point Loma Nazarene University · $78,646 University of Findlay · $69,576 Xavier University · $83,117 Oral Roberts University · $70,861 Saint Norbert College · $78,390 St. John's University - New York · $98,478 Central Baptist College · $75,328 Catholic University of America · $89,712 Duquesne University · $73,562 Concordia University - Chicago · $70,428 DePaul University · $81,872 Freed-Hardeman University · $71,160 Belmont University · $77,710 Dallas Baptist University · $76,471 University of the Incarnate Word · $76,730 Virginia Union University · $51,128 Hardin-Simmons University · $67,000 Lubbock Christian University · $73,184 Thomas More University · $78,747 Brigham Young University - Idaho · $79,017 Saint Mary's University of Minnesota · $73,599 Grand View University · $70,904 Indiana Wesleyan University - National & Global · $75,546 Wiley University · $59,575 University of Miami · $86,771 Hampton University · $69,578 Syracuse University · $88,700 University of Tampa · $82,432 University of Rochester · $98,168 Jacksonville University · $63,095 Howard University · $77,975 George Washington University · $112,652 Stevens Institute of Technology · $103,702 Hofstra University · $71,070 Quinnipiac University · $80,440 Worcester Polytechnic Institute · $100,669 Elon University · $99,541 Goldey-Beacom College · $64,277 Rensselaer Polytechnic Institute · $123,099 Florida Institute of Technology · $93,495 Alfred University · $65,614 Bradley University · $72,436 Rochester Institute of Technology · $91,754 Roger Williams University · $68,283 University of La Verne · $69,145 University of New Haven · $74,298 Wilkes University · $66,066 Tiffin University · $77,732 Clarkson University · $81,082 Pace University · $76,173 University of Hartford · $75,135 University of the Pacific · $81,779 Butler University · $89,918 Rider University · $75,925 Drexel University · $87,670 Davenport University · $69,021 Harrisburg University of Science and Technology · $62,647 Widener University · $76,713 University of Denver · $99,111 Western New England University · $85,570 Maryville University of Saint Louis · $77,817 Roosevelt University · $66,174 National-Louis University · $78,659 National University · $85,065 University of Florida · $99,954 University of Georgia · $115,415 Purdue University · $104,644 University of Illinois Urbana-Champaign · $100,964 University of Texas at Austin · $109,382 University of Wisconsin - Madison · $100,358 Florida State University · $96,234 MIT · $135,388 University of Pennsylvania · $148,471 Georgetown University · $128,344 Emory University · $125,915 Washington University in St Louis · $157,115 University of Southern California · $131,156 Wake Forest University · $150,550 Lehigh University · $98,444 Military: mean $79,241 STEM Non-Research: mean $84,896 Business: mean $81,664 Liberal Arts: mean $72,580 Public University: mean $73,517 Religious University: mean $76,426 Private University: mean $81,736 Public University 1–15: mean $103,850 Private University 1–30: mean $134,423 All colleges: p10 $59,575 All colleges: p90 $98,168
Each dot = a college · y = degree-weighted earnings

Majors in this category

Major Colleges Degrees Male/Female Intl Earnings Employment
Business Analytics 518 22,167 64% / 36% 7% $79,287 96%
Business Analytics 187 5,524 61% / 39% 9% $79,061 97%
Management Information Systems 191 3,658 67% / 33% 5% $76,807 96%
Supply Chain Management 42 2,562 65% / 35% 5% $76,832 95%
Logistics 102 2,302 71% / 29% 4% $70,753 96%
Management Information Systems and Statistics 36 1,999 66% / 34% 5% $87,853 95%
Operations Management 58 1,579 62% / 38% 5% $72,176 96%
Business/Managerial Economics 35 866 71% / 29% 4% $76,807 96%
Business Data Analytics 1 521 63% / 37% 28% $99,170 100%
Quantitative Business 8 429 60% / 40% 29% $81,968 96%
Project Management 30 335 58% / 42% 1% $73,634 95%
Industrial Distribution 1 292 77% / 23% 1% $96,181 100%
Business Statistics 30 261 64% / 36% 11% $82,563 96%
Traffic, Customs, and Transportation Clerk/Technician 1 195 58% / 42% 0%
Logistics and Supply Chain Management 11 164 59% / 41% 5% $64,775 92%
Information Systems 1 160 53% / 47% 18% $101,234
E-Commerce/Electronic Commerce 5 149 45% / 55% 42% $68,898 95%
Artificial Intelligence for Business 2 121 45% / 55% 23% $139,814 95%
Knowledge Management 4 103 50% / 50% 1% $73,217 100%
Logistics Management 1 103 69% / 31% 19% $88,354 96%
Supply Chain and Operations Management 1 91 79% / 21% 3% $105,523 97%
Information Resources Management 11 74 62% / 38% 0% $72,770
Economics 1 71 65% / 35% 10% $69,324 89%
Business Analytics and Information Management 1 62 68% / 32% 11% $104,644 96%
Business Economics 1 52 60% / 40% 6% $103,715 97%
Operations and Technology Management 1 52 56% / 44% 12% $94,157 98%
Supply Chain Logistics 1 44 66% / 34% 5% $62,162 93%
Operations and Analytics 1 37 46% / 54% 27% $128,344 100%
E-Commerce 7 31 42% / 58% 3% $61,872 94%
Supply and Value Chain Management 1 31 55% / 45% 6% $108,720 100%
Operations and Supply Management 2 30 77% / 23% 0% $89,656 100%
Data Science and Analytics 1 29 66% / 34% 3% $154,056
Statistics & Quantitative Modeling 1 28 75% / 25% 7% $88,687 90%
Operations, Information & Decisions 1 27 44% / 56% 22% $148,471 96%
Supply Chain and Logistics Management 1 26 73% / 27% 4% $66,202 92%
Operations and Supply Chain Management 3 23 96% / 4% 0% $61,174 96%
Research and Development Management 2 23 43% / 57% 0% $62,024 95%
Supply Chain/Operations Management 1 19 68% / 32% 0% $71,852 97%
Supply Chain Logistics Management 1 15 67% / 33% 7% $63,875 88%
Applied Business Analytics 1 14 64% / 36% 0% $79,430
Management Information Systems and Services 1 14 57% / 43% 21% $90,900 100%
Purchasing, Procurement/Acquisitions and Contracts Management 1 13 62% / 38% 0% $74,220 95%
Global Supply Chain Management 1 12 58% / 42% 0% $68,514 96%
Business Analytics (Course 15-2) 1 11 45% / 55% 0% $135,388 95%
Logistics, Materials, and Supply Chain Management 6 9 56% / 44% 11% $72,587 95%
Operations Management and Supervision 1 4 75% / 25% 0% $82,469 97%
Business Analytics (Applied) 1 1 100% / 0% 0% $97,253 100%
Data Analytics 1 1 100% / 0% 0% $78,024 100%