Best institutions to study Data Modeling/Warehousing and Database Administration
A program that prepares individuals to design and manage the construction of databases and related software programs and applications, including the linking of individual data sets to create complex searchable databases (warehousing) and the use of analytical search tools (mining).
115 U.S. institutions graduated 3,825 Data Modeling/Warehousing and Database Administration students in 2024–25 (IPEDS). It is CIP 11.0802, a specialization of Computer Software and Media Applications (CIP 11.08), and leads most directly to the Data Scientists occupation (BLS SOC 15-2051).
About Data Modeling/Warehousing and Database Administration programs
A program that prepares individuals to design and manage the construction of databases and related software programs and applications, including the linking of individual data sets to create complex searchable databases (warehousing) and the use of analytical search tools (mining). Includes instruction in database theory, logic, and semantics; operational and warehouse modeling; dimensionality; attributes and hierarchies; data definition; technical architecture; access and security design; integration; formatting and extraction; data delivery; index design; implementation problems; planning and budgeting; and client and networking issues.
Source: National Center for Education Statistics, Classification of Instructional Programs (CIP 2020).
The Data Modeling/Warehousing and Database Administration program prepares individuals to design and manage databases and related software applications. This program is ideal for those interested in creating complex searchable databases and utilizing analytical tools for data mining. Students will gain the skills necessary to link individual data sets and ensure efficient data management practices.
Learn more about Data Modeling/Warehousing and Database Administration →
Core coursework includes database theory, operational and warehouse modeling, data definition, and access design. Students will also learn about integration, formatting, extraction, and implementation challenges, equipping them with the knowledge to handle various data-related tasks effectively.
Credentials awarded
What Data Modeling/Warehousing and Database Administration graduates earned in 2024–25, by award level (IPEDS completions).
- Master's degree2,612 graduates / yr · 28 institutions68%
- Award of at least 12 weeks but less than 1 academic year416 graduates / yr · 44 institutions11%
- Bachelor's degree401 graduates / yr · 13 institutions11%
- Postbaccalaureate certificate145 graduates / yr · 21 institutions3.8%
- Associate's degree141 graduates / yr · 25 institutions3.7%
- Award of at least 1 but less than 2 academic years77 graduates / yr · 11 institutions2.0%
- Award of less than 12 weeks24 graduates / yr · 3 institutions0.6%
- Award of at least 2 but less than 4 academic years5 graduates / yr · 1 institution0.1%
- Post-master's certificate4 graduates / yr · 1 institution0.1%
Graduates over time
Data Modeling/Warehousing and Database Administration completions reported to IPEDS each year, all award levels combined.
| Year | Graduates |
|---|---|
| 2012 | 540 |
| 2013 | 685 |
| 2014 | 704 |
| 2015 | 916 |
| 2016 | 1,265 |
| 2017 | 1,361 |
| 2018 | 1,704 |
| 2019 | 2,186 |
| 2020 | 2,686 |
| 2021 | 3,724 |
| 2022 | 3,448 |
| 2023 | 3,485 |
| 2024 | 4,113 |
| 2025 | 3,825 |
Top 50 institutions for Data Modeling/Warehousing and Database Administration, ranked by graduates
Graduates (IPEDS completions), 2024–25. Award levels show which credentials each institution confers in this specialization.
| # | Institution | Graduates / yr | Grad rate | Net price | Field earnings* (1 yr) |
|---|---|---|---|---|---|
| 1 | Western Governors University Salt Lake City, UTPrivate not-for-profitMaster'sBachelor's | 692 | 46% | $11,580 | $95,292 |
| 2 | Northeastern University Professional Programs Boston, MAPrivate not-for-profitMaster'sBachelor's | 619 | — | — | — |
| 3 | George Mason University Fairfax, VAPublicMaster's | 402 | 68% | — | — |
| 4 | Northeastern University Boston, MAPrivate not-for-profitMaster'sBachelor's | 380 | 91% | $18,925 | — |
| 5 | Ivy Tech Community College Indianapolis, INPublicAward of at least 1 but less than 2 academic yearsAward of at least 12 weeks but less than 1 academic yearAssociate's | 162 | 40% | — | — |
| 6 | Campbellsville University Campbellsville, KYPrivate not-for-profitMaster's | 112 | 42% | $18,824 | — |
| 7 | Brigham Young University - Idaho Rexburg, IDPrivate not-for-profitAward of at least 12 weeks but less than 1 academic year | 101 | 55% | $6,760 | $49,581 |
| 8 | University of West Florida Pensacola, FLPublicMaster's | 98 | 59% | — | — |
| 9 | North Carolina State University at Raleigh Raleigh, NCPublicMaster's | 94 | 85% | — | — |
| 10 | University of St Thomas Saint Paul, MNPrivate not-for-profitMaster'sBachelor'sPost-degree cert. | 78 | 76% | $28,888 | — |
| 11 | Rowan University Glassboro, NJPublicMaster'sPost-degree cert. | 71 | 67% | — | — |
| 12 | University of Southern California Los Angeles, CAPrivate not-for-profitMaster'sMaster's | 66 | 92% | $26,873 | $103,071 |
| 13 | Austin Peay State University Clarksville, TNPublicMaster's | 57 | 40% | — | — |
| 14 | University of Pennsylvania Philadelphia, PAPrivate not-for-profitMaster's | 51 | 97% | $22,055 | — |
| 15 | Wayne State University Detroit, MIPublicMaster's | 43 | 58% | — | — |
| 16 | Bellevue College Bellevue, WAPublicBachelor'sAward of at least 12 weeks but less than 1 academic year | 43 | 36% | — | — |
| 17 | Georgia State University Atlanta, GAPublicAward of at least 12 weeks but less than 1 academic year | 42 | 53% | — | — |
| 18 | Appalachian State University Boone, NCPublicMaster'sPost-degree cert. | 35 | 75% | — | — |
| 19 | Nova Southeastern University Fort Lauderdale, FLPrivate not-for-profitMaster's | 34 | 63% | $31,672 | — |
| 20 | Collin County Community College District McKinney, TXPublicAward of at least 12 weeks but less than 1 academic yearAssociate's | 24 | 20% | — | — |
| 21 | Johnson County Community College Overland Park, KSPublicAward of at least 12 weeks but less than 1 academic year | 21 | 31% | — | — |
| 22 | University of Minnesota - Duluth Duluth, MNPublicBachelor's | 20 | 65% | — | — |
| 23 | Auburn University Auburn, ALPublicMaster's | 19 | 82% | — | — |
| 24 | University of Detroit Mercy Detroit, MIPrivate not-for-profitMaster'sPost-degree cert. | 19 | 67% | $16,109 | — |
| 25 | Rochester Institute of Technology Rochester, NYPrivate not-for-profitPost-degree cert. | 18 | 70% | $28,133 | $69,052 |
| 26 | University of North Carolina Wilmington Wilmington, NCPublicMaster's | 18 | 71% | — | — |
| 27 | Utah State University Logan, UTPublicMaster'sBachelor's | 17 | 59% | — | — |
| 28 | Front Range Community College Westminster, COPublicAward of at least 12 weeks but less than 1 academic yearAssociate's | 16 | 35% | — | — |
| 29 | Illinois State University Normal, ILPublicPost-degree cert. | 16 | 65% | — | — |
| 30 | Moraine Valley Community College Palos Hills, ILPublicAward of less than 12 weeks | 16 | 40% | — | — |
| 31 | University of Louisville Louisville, KYPublicPost-degree cert. | 15 | 61% | — | — |
| 32 | Long Beach City College Long Beach, CAPublicAssociate'sAward of less than 12 weeksAward of at least 1 but less than 2 academic years | 14 | 30% | — | — |
| 33 | Georgia Piedmont Technical College Clarkston, GAPublicAssociate'sAward of at least 2 but less than 4 academic yearsAward of at least 12 weeks but less than 1 academic year | 14 | 44% | — | — |
| 34 | Santa Monica College Santa Monica, CAPublicAward of at least 12 weeks but less than 1 academic yearAssociate's | 13 | 36% | — | — |
| 35 | University of Southern Indiana Evansville, INPublicAward of at least 12 weeks but less than 1 academic year | 13 | 48% | — | — |
| 36 | East Carolina University Greenville, NCPublicPost-degree cert. | 13 | 63% | — | — |
| 37 | University of Cincinnati - Main Campus Cincinnati, OHPublicBachelor's | 13 | 75% | — | — |
| 38 | East Tennessee State University Johnson City, TNPublicPost-degree cert. | 13 | 53% | — | — |
| 39 | Stockton University Galloway, NJPublicMaster's | 12 | 69% | — | — |
| 40 | Sinclair Community College Dayton, OHPublicAssociate'sAward of at least 12 weeks but less than 1 academic yearAward of at least 1 but less than 2 academic years | 11 | 41% | — | — |
| 41 | Portland State University Portland, ORPublicPost-degree cert. | 11 | 53% | — | — |
| 42 | Champlain College Burlington, VTPrivate not-for-profitAward of at least 12 weeks but less than 1 academic year | 11 | 65% | $32,531 | $52,260 |
| 43 | Santa Ana College Santa Ana, CAPublicAward of at least 12 weeks but less than 1 academic year | 10 | 31% | — | — |
| 44 | Minneapolis Community and Technical College Minneapolis, MNPublicAward of at least 12 weeks but less than 1 academic year | 10 | 20% | — | $38,262 |
| 45 | Bergen Community College Paramus, NJPublicAssociate'sAward of at least 1 but less than 2 academic years | 10 | 21% | — | — |
| 46 | Kutztown University of Pennsylvania Kutztown, PAPublicPost-degree cert. | 10 | 54% | — | — |
| 47 | Cosumnes River College Sacramento, CAPublicAward of at least 12 weeks but less than 1 academic year | 9 | 40% | — | — |
| 48 | Mt San Antonio College Walnut, CAPublicAssociate'sAward of at least 12 weeks but less than 1 academic year | 9 | 45% | — | — |
| 49 | Pasadena City College Pasadena, CAPublicAward of at least 12 weeks but less than 1 academic year | 9 | 48% | — | — |
| 50 | San Diego State University San Diego, CAPublicPost-degree cert. | 9 | 76% | — | — |
* Median earnings 1 year after graduation for the broader Computer Software and Media Applications field (CIP 11.08) at these institutions; College Scorecard does not publish earnings at the 6-digit level.
Offered in 34 states
Where Data Modeling/Warehousing and Database Administration graduates come from. Each state links to all Computer Software and Media Applications programs offered there.
Careers & outlook
The payoff after graduation: occupation 15-2051, Data Scientists, and its national outlook.
Graduates of this program can pursue careers as Data Scientists, Database Administrators, and Database Architects, among others. The job outlook is promising, with a projected growth rate of 33.5% and approximately 23,400 annual openings. The median wage for these positions is $112,590, typically requiring at least a Bachelor's degree.
Top-paying metros
Career pathways for CIP 11.0802
The occupations the NCES crosswalk maps this 6-digit code to, with BLS pay and 10-year outlook.
| Occupation | US median pay | Growth | Openings / yr | Typical entry education |
|---|---|---|---|---|
Data Scientistsprimary SOC 15-2051 | $120,230 | +33.5% Much faster than average | ~23,400 | Bachelor's degree |
Computer and Information Systems Managers SOC 11-3021 | $175,140 | +15.2% Much faster than average | ~55,600 | Bachelor's degree |
Career/Technical Education Teachers, Postsecondary SOC 25-1194 | $63,820 | +0.7% Little or no change | ~8,800 | Bachelor's degree |
Database Architects SOC 15-1243 | $139,500 | +8.7% Much faster than average | ~4,000 | Bachelor's degree |
Database Administrators SOC 15-1242 | $104,620 | -0.7% Little or no change | ~3,800 | Bachelor's degree |
Job Zone Four: Considerable Preparation Needed
- Education
- Most of these occupations require a four-year bachelor's degree, but some do not.
- Experience
- A considerable amount of work-related skill, knowledge, or experience is needed for these occupations. For example, an accountant must complete four years of college and work for several years in accounting to be considered qualified.
- Training
- Employees in these occupations usually need several years of work-related experience, on-the-job training, and/or vocational training.
Related careers
Skills & knowledge in Data Modeling/Warehousing and Database Administration programs
From the U.S. Dept. of Labor for the occupation this specialization most leads to.
What graduates do on the job
- Analyze, manipulate, or process large sets of data using statistical software.
- Apply feature selection algorithms to models predicting outcomes of interest, such as sales, attrition, and healthcare use.
- Apply sampling techniques to determine groups to be surveyed or use complete enumeration methods.
- Clean and manipulate raw data using statistical software.
- Compare models using statistical performance metrics, such as loss functions or proportion of explained variance.
- Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software.
Tools and technology used
Other Computer Software and Media Applications specializations
The 4 other 6-digit CIP codes under Computer Software and Media Applications (CIP 11.08).
Common questions
What degrees are offered in this program?+
Degrees include Master's degrees, Bachelor's degrees, and postbaccalaureate certificates.
How many colleges offer this program in the U.S.?+
There are 115 colleges offering this program across the United States.
What careers can I pursue with this degree?+
Careers include Data Scientists, Database Administrators, and Computer and Information Systems Managers.
What is the job outlook for graduates?+
The job outlook is much faster than average, with a growth rate of 33.5%.
What is the CIP code for Data Modeling/Warehousing and Database Administration?+
Data Modeling/Warehousing and Database Administration is CIP 11.0802 in the NCES Classification of Instructional Programs (CIP 2020), a 6-digit specialization within Computer Software and Media Applications (CIP 11.08). NCES defines it as: A program that prepares individuals to design and manage the construction of databases and related software programs and applications, including the linking of individual data sets to create complex searchable databases (warehousing) and the use of analytical search tools (mining). Includes instruction in database theory, logic, and semantics; operational and warehouse modeling; dimensionality; attributes and hierarchies; data definition; technical architecture; access and security design; integration; formatting and extraction; data delivery; index design; implementation problems; planning and budgeting; and client and networking issues.
How many institutions offer Data Modeling/Warehousing and Database Administration programs?+
115 U.S. institutions reported Data Modeling/Warehousing and Database Administration graduates in IPEDS 2024–25, across 34 states, awarding 3,825 credentials in the year. That is 23.7% of all Computer Software and Media Applications graduates.
How much do Data Modeling/Warehousing and Database Administration graduates earn?+
Earnings are not published at the 6-digit CIP level by any federal source. The Data Scientists occupation, which Data Modeling/Warehousing and Database Administration most directly leads to, pays a median of $120,230 a year nationally (BLS OEWS May 2025), and graduates of the broader Computer Software and Media Applications field report median earnings of $51,790 one year after graduation (College Scorecard).
About the data on this page
Every figure comes from an official federal or public source. Here is each one and the release it is currently on.
Program definitions are from the NCES Classification of Instructional Programs (CIP 2020). Skills, knowledge, abilities, work activities, tools, and job zones are from the O*NET database by the U.S. Department of Labor, used under the CC BY 4.0 license.
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