Back

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

$71,998
1,028
100–90%
$77,953
2,052
90–85%
$78,989
3,161
85–79%
$78,757
4,067
79–72%
$84,537
4,197
72–60%
$85,014
3,124
60–42%
$96,339
2,026
42–23%
$113,640
1,038
23–0%
Acceptance rate · bar = degree-weighted earnings

By SAT median

$69,111
848
400–1040
$70,562
1,763
1040–1100
$77,063
2,562
1100–1160
$78,205
3,466
1160–1250
$87,235
3,415
1250–1280
$97,581
2,671
1280–1380
$99,187
1,623
1380–1420
$116,627
865
1420–1600
Combined SAT composite median (submitters + non-submitters) · bar = degree-weighted earnings

Earnings vs. selectivity rank

$57,214p10 $94,208p90 Arts Military STEM Non-Research Liberal Arts Public University Religious University Private University Public University 1–25 Private University 21–40 Private University 1–20 Johnson & Wales University - Providence · $52,954 Citadel Military College of South Carolina · $77,951 Florida Polytechnic University · $77,943 Milwaukee School of Engineering · $84,819 Wentworth Institute of Technology · $85,022 Lawrence Technological University · $90,000 Trinity University · $66,733 Bucknell University · $94,208 Muhlenberg College · $90,969 Claflin University · $50,677 Florida Southern College · $68,031 Oakwood University · $66,167 Catawba College · $67,271 Adrian College · $62,373 Cornell College · $61,084 Bethel University · $57,119 Dordt University · $71,254 Texas Lutheran University · $69,338 Chatham University · $80,595 Grove City College · $75,602 Maryville College · $64,015 Augustana College (IL) · $71,389 Saint Mary-of-the-Woods College · $54,499 Loras College · $66,856 Spring Hill College · $67,726 Wittenberg University · $72,724 Juniata College · $70,567 Albertus Magnus College · $78,059 Calvin University · $68,609 Augsburg University · $73,598 Hamline University · $78,596 Susquehanna University · $80,512 York College of Pennsylvania · $67,963 Greenville University · $59,347 Whittier College · $67,757 Lenoir-Rhyne University · $66,024 Simpson College · $74,815 Hiram College · $60,455 Briar Cliff University · $71,329 Eastern Mennonite University · $76,477 Miles College · $50,683 University of Mary Hardin-Baylor · $64,098 Florida Agricultural and Mechanical University · $58,437 University of South Florida · $81,193 Binghamton University · $110,738 Alabama A&M University · $54,650 University of Washington · $93,200 CUNY Bernard M Baruch College · $84,080 Florida International University · $72,382 Morgan State University · $59,511 North Carolina A&T State University · $63,151 Albany State University · $53,621 State University of New York at New Paltz · $69,222 University of Minnesota - Crookston · $83,667 Fayetteville State University · $53,977 Florida Atlantic University · $74,519 Fort Valley State University · $53,865 Governors State University · $57,653 Northern Illinois University · $69,493 West Chester University of Pennsylvania · $77,897 University of West Florida · $63,885 Texas A&M International University · $51,577 University of Connecticut · $103,314 Pennsylvania State University · $94,003 University of South Carolina · $91,024 Tarleton State University · $64,215 Central Connecticut State University · $75,084 Georgia State University · $74,505 University of Arkansas at Little Rock · $64,250 University of Pittsburgh · $102,112 Illinois State University · $74,155 Mississippi State University · $54,081 University of Massachusetts - Amherst · $91,248 Arkansas State University · $51,121 Texas Southern University · $58,385 Wayne State University · $106,074 Winthrop University · $58,620 Appalachian State University · $72,506 University of Minnesota - Twin Cities · $83,859 Louisiana Tech University · $61,273 University of Houston · $80,412 Ball State University · $81,431 Central Michigan University · $82,318 Eastern Michigan University · $76,322 Oklahoma State University · $67,770 Texas Tech University · $80,948 University of Alaska - Anchorage · $68,870 University of Michigan - Dearborn · $90,550 University of West Georgia · $64,427 Louisiana State University · $86,427 Northern Michigan University · $61,966 University of South Alabama · $54,316 Cleveland State University · $68,126 East Carolina University · $74,126 Eastern Illinois University · $57,214 Georgia Southern University · $80,567 Marshall University · $68,164 Minnesota State University Moorhead · $61,329 Missouri State University - Springfield · $58,954 Morehead State University · $57,962 Murray State University · $62,405 Nicholls State University · $66,793 Northeastern State University · $53,647 Northwest Missouri State University · $66,125 Oakland University · $82,877 Ohio University · $81,224 Oregon Institute of Technology · $59,830 Salem State University · $66,876 Southern Illinois University - Carbondale · $62,561 Temple University · $80,919 Texas A&M University - Corpus Christi · $55,881 Troy University · $60,401 University of Central Arkansas · $62,030 University of Delaware · $96,907 University of Houston - Downtown · $76,281 University of Massachusetts - Dartmouth · $70,582 University of Memphis · $65,751 University of Nebraska at Kearney · $71,637 University of North Carolina at Greensboro · $59,103 University of Northern Iowa · $72,975 University of Oklahoma - Norman · $95,903 University of Southern Maine · $59,240 University of Tennessee Southern · $59,441 University of Texas Rio Grande Valley · $49,369 University of Texas at Arlington · $69,482 University of Texas at Dallas · $83,468 Virginia Commonwealth University · $81,935 Western Illinois University · $61,543 Wright State University · $71,672 College of Charleston · $62,689 Eastern Connecticut State University · $73,675 Farmingdale State College · $70,714 Texas A&M University - San Antonio · $85,190 University of California, Santa Cruz · $89,932 Miami University - Ohio · $100,559 University of Michigan - Flint · $57,250 University of West Alabama · $56,612 University of Wisconsin - La Crosse · $72,155 Bemidji State University · $58,292 Clayton State University · $54,637 Michigan Technological University · $87,386 Old Dominion University · $69,560 Oregon State University · $73,232 University of Alabama · $110,434 University of Arkansas · $80,646 University of Idaho · $74,424 University of Louisville · $85,507 University of Mississippi · $63,412 University of Tennessee, Martin · $60,525 University of Wisconsin - Parkside · $68,963 Washington State University · $69,669 Boise State University · $67,336 University of Rhode Island · $73,858 University of South Carolina Upstate · $57,576 Prairie View A&M University · $49,131 Rutgers University - Newark · $90,540 SUNY Old Westbury · $67,667 University of North Florida · $64,828 East Tennessee State University · $51,918 Middle Tennessee State University · $66,822 Northern Arizona University · $66,772 Saginaw Valley State University · $71,942 University of Louisiana at Lafayette · $55,968 University of New Hampshire · $83,858 University of North Carolina at Charlotte · $69,670 Youngstown State University · $53,043 Columbus State University · $62,244 Tennessee Technological University · $64,109 University of Illinois Chicago · $65,417 Western Carolina University · $77,089 Grand Valley State University · $75,225 Metropolitan State University of Denver · $89,021 Portland State University · $76,365 University of Nebraska, Lincoln · $62,338 University of Toledo · $66,158 Western Washington University · $84,265 University of Central Oklahoma · $57,688 University of North Texas · $74,200 Bowling Green State University · $79,872 Eastern Washington University · $67,033 Indiana University of Pennsylvania · $70,821 Kennesaw State University · $60,145 Kent State University at Kent · $66,469 Shippensburg University of Pennsylvania · $73,488 University of North Dakota · $64,524 University of Utah · $88,510 West Liberty University · $59,330 Michigan State University · $90,299 University of Iowa · $96,419 University of New Hampshire at Manchester · $74,100 University of Virginia's College at Wise · $68,848 University of Wisconsin - Whitewater · $69,322 Western Michigan University · $73,322 Framingham State University · $58,523 Indiana University - Indianapolis · $71,096 Rowan University · $71,348 Central Washington University · $65,927 Commonwealth University of Pennsylvania · $62,435 Delta State University · $55,224 Emporia State University · $64,296 Ferris State University · $65,139 Fort Hays State University · $68,526 Georgia Gwinnett College · $62,439 Indiana State University · $64,226 Iowa State University · $78,149 Lamar University · $54,144 Metropolitan State University · $69,606 Montana Technological University · $56,418 Rhode Island College · $73,085 Stockton University · $68,933 University of Akron · $67,575 University of Arizona · $90,942 University of Cincinnati · $82,994 University of Maine · $67,826 University of South Dakota · $62,800 West Virginia University · $82,570 Western Connecticut State University · $80,013 Western Kentucky University · $61,639 Bridgewater State University · $65,563 Francis Marion University · $53,687 James Madison University · $86,444 University of Washington - Bothell · $93,200 University of Nebraska at Omaha · $67,809 Arizona State University · $86,332 Minot State University · $62,347 University of Hawaii at Manoa · $71,090 University of Kansas · $94,014 University of Wisconsin - Platteville · $61,873 Florida Gulf Coast University · $65,477 University of Wisconsin - Milwaukee · $77,186 University of Kentucky · $77,597 University of Montevallo · $54,068 University of North Alabama · $51,036 University of North Texas at Dallas · $61,068 University of Wisconsin - Oshkosh · $81,584 University of Pittsburgh - Greensburg · $81,225 University of Texas at San Antonio · $79,570 University of Wisconsin - Stout · $70,644 Southeastern Louisiana University · $50,366 North Dakota State University · $92,403 Pennsylvania State University - Erie-Behrend College · $94,003 Pennsylvania State University - Harrisburg · $70,075 University of Southern Mississippi · $50,509 Utah State University · $83,942 Pennsylvania Western University · $55,983 Kansas State University · $79,874 Midwestern State University · $60,727 University of Texas at El Paso · $52,338 University of Wyoming · $56,960 Virginia State University · $71,279 Sam Houston State University · $62,380 West Texas A&M University · $74,184 Georgia Military College · $63,276 Missouri Western State University · $50,170 Shawnee State University · $45,886 University of Arkansas at Monticello · $54,537 Utah Valley University · $81,429 Washburn University · $64,969 Weber State University · $82,686 University of Notre Dame · $122,308 Boston College · $94,664 Brigham Young University · $109,785 Villanova University · $121,458 Fairfield University · $89,966 North Carolina Wesleyan University · $58,367 Wilberforce University · $72,558 Regent University · $65,858 Fordham University · $87,556 Point University · $53,940 Loyola Marymount University · $98,464 Saint Louis University · $82,117 Southern Methodist University · $103,520 Texas Christian University · $108,968 Baylor University · $95,684 Loyola University New Orleans · $64,895 William Peace University · $59,150 John Brown University · $69,113 LeTourneau University · $77,466 University of San Diego · $85,250 Charleston Southern University · $68,825 California Lutheran University · $81,644 Southwestern Adventist University · $49,299 Texas Wesleyan University · $67,568 Howard Payne University · $62,692 Creighton University · $83,563 Quincy University · $50,543 Spring Arbor University · $65,177 University of Dayton · $92,702 Olivet Nazarene University · $65,130 Anderson University · $74,484 Cedarville University · $78,314 Manhattan College · $81,487 Yeshiva University · $90,795 Midland University · $63,410 Faulkner University · $57,671 University of Evansville · $68,251 University of Scranton · $81,368 Ottawa University - Ottawa · $64,504 Rockhurst University · $70,434 Simpson University · $68,099 Ashland University · $66,291 Concordia University - Nebraska · $69,004 Siena Heights University · $61,249 University of St Francis · $72,307 William Woods University · $61,771 Concordia University Wisconsin · $67,710 Ohio Northern University · $53,697 Abilene Christian University · $78,424 Reinhardt University · $76,371 Elmhurst University · $71,103 Lewis University · $69,195 University of San Francisco · $89,365 Chaminade University of Honolulu · $65,073 Felician University · $69,446 Iona University · $70,644 John Carroll University · $77,892 La Roche University · $59,985 Newman University · $72,284 Regis College · $71,574 St. Ambrose University · $63,210 Le Moyne College · $70,800 Marian University · $65,511 Oakland City University · $49,857 Saint Francis University · $68,315 Ouachita Baptist University · $68,076 Seton Hill University · $66,722 Southern Adventist University · $62,919 Colorado Christian University · $64,051 Loyola University Chicago · $101,916 Millikin University · $94,021 Baldwin Wallace University · $58,497 Holy Family University · $72,881 DeSales University · $73,047 Marquette University · $80,728 McKendree University · $65,231 University of Indianapolis · $65,252 Carson-Newman University · $60,338 University of Mary · $70,267 Immaculata University · $79,721 Lakeland University · $63,687 Walsh University · $71,709 La Salle University · $73,205 Mount Mercy University · $54,703 Regis University · $78,079 University of Portland · $81,158 Wayland Baptist University · $56,287 Seattle University · $92,069 George Fox University · $85,171 Grace College and Theological Seminary · $65,226 Lee University · $70,101 Otterbein University · $73,536 Siena College · $74,697 University of Mount Olive · $72,412 Duquesne University · $72,871 Gannon University · $53,110 Point Loma Nazarene University · $81,648 University of Findlay · $68,022 Xavier University · $77,854 Central Baptist College · $60,850 Oral Roberts University · $64,790 Saint Norbert College · $77,238 St. John's University - New York · $107,208 Catholic University of America · $90,537 Concordia University - Chicago · $65,457 DePaul University · $83,854 Freed-Hardeman University · $60,936 Brenau University · $81,252 Cornerstone University · $63,244 Valparaiso University · $84,591 Belmont University · $72,487 Dallas Baptist University · $73,462 North Central University · $66,425 University of the Incarnate Word · $71,216 Virginia Union University · $51,514 Hardin-Simmons University · $61,448 Thomas More University · $73,161 Brigham Young University - Idaho · $67,071 Saint Mary's University of Minnesota · $72,438 Grand View University · $65,193 Rensselaer Polytechnic Institute · $127,402 Florida Institute of Technology · $90,893 Rochester Institute of Technology · $94,508 Hampton University · $67,146 Howard University · $81,643 Tuskegee University · $67,573 Syracuse University · $89,721 Stetson University · $73,007 University of Tampa · $80,448 Jacksonville University · $64,764 Bentley University · $104,011 Flagler College · $61,751 Cumberland University · $60,173 Hofstra University · $77,376 Bryant University · $84,707 Quinnipiac University · $81,342 Champlain College · $74,927 Elon University · $95,198 Goldey-Beacom College · $64,103 Alfred University · $64,632 Bradley University · $68,764 Lincoln Memorial University · $64,729 Menlo College · $85,601 Lasell University · $70,191 Roger Williams University · $70,611 Suffolk University · $84,109 University of La Verne · $75,867 University of New Haven · $75,794 Western New England University · $87,470 Wilkes University · $65,279 Lipscomb University · $81,972 Tiffin University · $73,465 Clarkson University · $84,514 Pace University · $86,341 University of Hartford · $79,047 University of the Pacific · $88,459 Butler University · $86,793 Rider University · $80,549 Drexel University · $87,810 Marietta College · $70,705 Northwood University · $78,732 Davenport University · $69,844 Harrisburg University of Science and Technology · $65,573 New England College · $54,796 Nichols College · $70,635 University of Denver · $102,005 Widener University · $77,392 Maryville University of Saint Louis · $73,333 Roosevelt University · $66,723 National-Louis University · $79,141 Ana G. Mendez University · $72,938 National University · $95,650 University of Florida · $100,320 University of Georgia · $111,592 Purdue University · $100,920 University of Maryland, College Park · $106,717 University of Illinois Urbana-Champaign · $100,127 University of Texas at Austin · $108,743 Rutgers University - New Brunswick · $103,864 University of Wisconsin - Madison · $98,435 Texas A&M University - College Station · $88,869 Florida State University · $95,233 Auburn University · $81,007 University of Tennessee, Knoxville · $81,928 Ohio State University · $85,390 Emory University · $113,714 Washington University in St Louis · $143,019 University of Southern California · $148,578 University of Miami · $93,577 Wake Forest University · $143,676 Lehigh University · $100,875 Stevens Institute of Technology · $112,177 Worcester Polytechnic Institute · $107,397 University of Rochester · $100,573 George Washington University · $118,315 MIT · $144,772 University of Pennsylvania · $150,213 Georgetown University · $134,796 Arts: mean $52,954 Military: mean $77,951 STEM Non-Research: mean $84,446 Liberal Arts: mean $69,098 Public University: mean $70,573 Religious University: mean $73,431 Private University: mean $78,465 Public University 1–25: mean $97,165 Private University 21–40: mean $118,190 Private University 1–20: mean $143,260 All colleges: p10 $57,214 All colleges: p90 $94,208
Each dot = a college · y = degree-weighted earnings

Majors in this category

Major Colleges Degrees Male/Female Intl Earnings Employment
Business Analytics 484 20,693 66% / 34% 8% $76,776 96%
Business Analytics 163 4,932 64% / 36% 9% $76,703 97%
Management Information Systems 181 3,479 68% / 32% 5% $72,935 96%
Supply Chain Management 42 2,950 65% / 35% 8% $75,463 95%
Logistics 86 2,196 72% / 28% 4% $68,957 96%
Management Information Systems and Statistics 36 2,017 68% / 32% 6% $85,852 95%
Operations Management 56 1,581 63% / 37% 7% $70,983 96%
Business/Managerial Economics 35 977 70% / 30% 6% $74,185 96%
Industrial Distribution 1 313 83% / 17% 1% $91,278 100%
Quantitative Business 8 251 62% / 38% 35% $84,596 96%
Business Statistics 21 203 62% / 38% 14% $81,439 97%
Logistics and Supply Chain Management 11 171 58% / 42% 6% $64,922 92%
E-Commerce/Electronic Commerce 5 165 48% / 52% 57% $67,787 95%
Project Management 18 156 67% / 33% 3% $72,441 95%
Business Data Analytics 1 156 72% / 28% 26% $101,034 100%
Information Systems 1 119 61% / 39% 8% $102,191
Artificial Intelligence for Business 2 114 53% / 47% 17% $149,396 95%
Supply Chain and Operations Management 1 97 70% / 30% 3% $102,402 97%
Logistics Management 1 81 70% / 30% 10% $85,390 96%
Economics 1 71 62% / 38% 23% $75,760 89%
Business Economics 1 62 66% / 34% 2% $100,648 97%
Information Resources Management 9 61 54% / 46% 5% $69,204
Operations and Technology Management 1 51 41% / 59% 2% $92,203 98%
Supply Chain Logistics 1 47 68% / 32% 0% $54,081 93%
Statistics & Quantitative Modeling 1 46 50% / 50% 13% $96,921 90%
E-Commerce 7 43 60% / 40% 5% $63,335 94%
Supply and Value Chain Management 1 32 62% / 38% 16% $108,968 100%
Operations and Supply Chain Management 3 28 79% / 21% 0% $60,319 96%
Operations and Analytics 1 28 64% / 36% 18% $134,796 100%
Knowledge Management 3 25 80% / 20% 4% $72,386 100%
Data Science and Analytics 1 25 68% / 32% 4% $139,060
Supply Chain/Operations Management 1 25 60% / 40% 4% $67,575 97%
Operations, Information & Decisions 1 24 42% / 58% 38% $150,213 96%
Operations and Supply Management 1 21 86% / 14% 29% $96,146 100%
Supply Chain Logistics Management 1 19 84% / 16% 0% $64,423 88%
Research and Development Management 2 18 72% / 28% 0% $59,886 95%
Supply Chain and Logistics Management 1 17 88% / 12% 18% $69,262 92%
Management Information Systems and Services 1 16 56% / 44% 12% $85,566 100%
Logistics, Materials, and Supply Chain Management 6 14 57% / 43% 7% $70,902 95%
Applied Business Analytics 1 14 57% / 43% 0% $81,609
Purchasing, Procurement/Acquisitions and Contracts Management 1 14 64% / 36% 0% $74,894 95%
Operations Management and Supervision 1 10 70% / 30% 0% $83,452 97%
Business Analytics (Applied) 1 9 56% / 44% 11% $93,795 100%
Global Supply Chain Management 1 8 75% / 25% 0% $70,193 96%
Business Analytics (Course 15-2) 1 6 50% / 50% 0% $144,772 95%
Business Analytics and Information Management 1 1 0% / 100% 0% $100,920 96%