Data Modeling/Warehousing and Database Administration
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Overview
Data modeling/warehousing and database administration is 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.
Current award levels
Hover over the bars below to see how many people across the country completed a degree in data modeling/warehousing and database administration at each level last year.
05001K2K0-1 Year Certificate1-2 Year Certificate2-4 Year CertificateAssociate's DegreeBachelor's DegreePostbaccalaureate CertMaster's DegreePost-master's Cert
Race/origin of recent graduates
Here is an overview of race/origin for all data modeling/warehousing and database administration graduates from this last academic year. We found a higher percentage of international graduates in this program than in 87% of other programs.
Race/Origin
White
Black
Pacific Islander
Hispanic
Asian
American Indian
Multiracial
Not Reported
International
Context: Percentage of Minority Graduates
Minority students comprise a higher percentage of graduates than in 76% of other programs.
Gender
Of all people with any degree in data modeling/warehousing and database administration earned in the last academic year, 36% were women.
Gender
Men
Women
Context: Percentage women
This is a lower percentage of women than 68% of other programs.
Salary
The Census Bureau provides salary data for people with bachelor's degrees in computer science, which includes data modeling/warehousing and database administration and 6 other programs.
Context: Median Salary
People with a degree in computer science have a median salary of $87,116.
Context: Benefit of a master's
About 33% of these bachelor's graduates also have a graduate degree, perhaps in a different field. Salaries improved by approximately 22% over those holding only the bachelor's degree for those with subsequent graduate degrees.
Employment
As with our salary data, this data applies to all who earned a bachelor's degree in computer science, which consists of 7 programs.
Context: Unemployment Rate
With an unemployment rate of 2.9%, this degree's majors are in about the middle of all fields's bachelor's graduates in their ability to find a job.
Context: Self Employed Workers
About 5% of workers who earned a bachelor's in computer science are self-employed.
Top careers
Following are the most frequent jobs held by people who earned a bachelor's degree in Computer Science (which combines 7 programs), perhaps followed by additional education in any field. There is a fun exploration of related degrees and careers under Explore Careers below.
Completions History
Salary and Employment for Majors
Understanding this data
This section's data is for bachelor's recipients of several programs including data modeling/warehousing and database administration

This section is informed by household surveys collected for the American Community Survey (ACS). For each person in the households surveyed, we learn about their college major (if applicable), final educational attainment, age, occupation, salary, and more. Using the ACS data lets us share something about what financial and career outcomes people can expect after majoring in a particular field in college.

Within our program pages, Ididio details over 1700 programs. However, the ACS surveys only report on 170 college major degrees. There is no published crosswalk between the programs and degrees. Some of the programs we describe are mostly offered as certificates or graduate programs, and don't make sense as college majors. For the remaining programs, we created a mapping to the best-fitting ACS degree designation.

We placed data modeling/warehousing and database administration within the ACS computer science degree designation, which contains a total of 7 programs.

All of the data that follows is for individuals who earned a bachelor's degree with a major in the degree computer science. While we compile data on those who also received graduate education, unfortunately ACS does not record the subject area for graduate degrees.

Programs included in the ACS computer science degree
Computer Systems Analysis
Computer Science
Computer Graphics
Specialized Computer Software and Media Applications
Systems Engineering
Human Computer Interaction
Data Modeling/Warehousing and Database Administration
Employment overview
Percentage of computer science bachelor's graduates who are working

Does getting a bachelor's degree in computer science lead to a secure job? The donut chart shows the percentage computer science majors who are working along with a broad view of where they work. We note:

  • Self-employed workers include those working in a family-owned business.
  • Government workers can be in local, state or federal governments.

Technically, about 14.2% of computer science graduates are currently not working. However, only 2.9% are classified as "unemployed," while 11.3% are "not in the workforce." Unfortunately, we have no way of knowing whether people are out of the workforce for personal reasons or because they have been unable to find work for an extended period.

86%
Percentage working by type of employer
Government
Federal government
State government
Local government
Self-employed
Self Emp. Incoporated
Self Emp. Not Incorp.
Private not-for-profit
Private for-profit
total
Context: Unemployment rates

This chart lets you see whether computer science majors have better unemployment rates than bachelor's graduates from other fields. In the shaded box plot, the percentage of unemployed with this degree is shown in blue, along with the distribution of the percentage of unemployed graduates for each bachelor's degree field.

2.9%0.0%1.0%2.0%3.0%4.0%5.0%
Salary overview
Typical salaries for computer science majors

How does the median (middle) salary for computer science majors compare to the median salaries for other majors? The chart below compares the median salaries for all bachelor's graduates by major. Here and everywhere that we discuss salary, we limit the population to those with bachelor's degrees who report working at least 35 hours a week and are aged 65 and younger.

Context: median salaries
$87,116$0$20,000$40,000$60,000$80,000$100,000
Distribution: Salaries by Employer

Above we compared the median salaries earned across college majors. Now we'll view the full salary range for computer science majors. The charts below show the full distribution of salaries for this degree alone, with a look at how the type of employer might affect that salary. This salary includes all people who may also have received graduate education in this or any field. You can tease out the importance of graduate education in the last tab in the section.

$66K$76K$92K$64K$46K$76K$92K$87K$0$50K$100K$150K$200K$250KState government (3.9% )Private not-for-profit (5.7% )Private for-profit (77.7% )Local government (3.2% )Self Emp. Not Incorp. (2.2% )Self Emp. Incoporated (3.2% )Federal government (4.0% )Overall (100%)

Note that we do not include salary data when the survey standard error is higher than 20% of the salary. Therefore, some categories may be missing or may only provide partial salary ranges. To provide salary breakdowns, we have aggregated ACS person-level career survey responses by career, gender, race, age, and other factors. These graphics reflect the results of our aggregations, and are useful for identifying trends. A careful statistical study of the impact of these characteristics on salaries would correct for other factors that could be contributing to salary differences.

The battle of the sexes
Gender and success for computer science majors

The donut chart shows the gender balance for all people with a bachelor's degree in computer science. In the graphs that follow, we'll explore how these percentages compare to other bachelor's holders, and we'll also investigate the impact of gender on pay.

Gender
Men (79%)
Women (21%)
Context: Gender representation

How does the gender balance change according to college major? In the chart below, we see that computer science has more men than most other degrees.

21%79%0%20%40%60%80%100%WomenMen
Distribution: salaries by gender

The chart below shows the distribution of salaries by gender of computer science majors who are working 35 or more hours and are 65 or younger. If salaries are balanced for men and women, the blue and pink bars will be about the same. Many programs' graduates struggle with men's wages higher at all points of the salary distribution, including significantly higher top salaries.

$90K$79K$0$50K$100K$150K$200K$250KWomenMen
Context: Salary inequity

For computer science graduates, men generally earn 14% more than women. This is better than many: 87% of programs have graduates with higher salary inequities.

14%14%0%20%40%60%80%100%
Age and Advancement
Insights from the ages of computer science bachelor's-holders

The ages of people in the US with a bachelor's degree in computer science can give us a hint about whether this degree is in-fashion or out-of-fashion. A higher percentage of older people with a degree suggests that newer degree options have edged out this degree for recent graduates. Likewise, a higher percentage of younger people with a degree may suggest that this degree has become more popular in recent years.

Careeer Advancement

What entry-level pay should you expect in your first job, and is the mid-level pay significantly higher? Below we see salary distributions by age group for computer science graduates who are working 35 or more hours weekly. Is there room for advancement in careers that stem from this degree?

$100K$102K$65K$79K$101K$93K$49K$99K$95K$0$50K$100K$150K$200KSalaries by age20-2425-2930-3435-3940-4445-4950-5455-5960-64
050K100K150K200KNumber with major20-2425-2930-3435-3940-4445-4950-5455-5960-64

Note that we do not include salary data when the survey standard error is higher than 20% of the salary. Therefore, some categories may be missing or may only provide partial salary ranges. To provide salary breakdowns, we have aggregated ACS person-level career survey responses by career, gender, race, age, and other factors. These graphics reflect the results of our aggregations, and are useful for identifying trends. A careful statistical study of the impact of these characteristics on salaries would correct for other factors that could be contributing to salary differences.

Need for higher degrees
Is a bachelor's degree all you need?

Can computer science majors earn a high salary without obtaining a graduate degree? Below, we dive into the prevalence of graduate degrees for computer science majors, and we explore how much a graduate degree can be expected to increase salaries. Among all data modeling/warehousing and database administration completions reported last year, 58% were at the bachelor's level or higher, including 35% at the graduate level.

Most recent completions in data modeling/warehousing and database administration
0-1 Year Certificate
1-2 Year Certificate
2-4 Year Certificate
Associate's Degree
Bachelor's Degree
Postbaccalaureate Cert
Master's Degree
Post-master's Cert
Professional Deg/Doct
Research Doctorate
Other Doctorate
Context: Graduate degrees in any field by undergraduate ACS degree

The donut shows the degree levels awarded in data modeling/warehousing and database administration today. Now we'll use American Community Survey (ACS) data and look at all workers in the US who majored in computer science when in college.

We know that about 33% computer science majors chose to also earn a graduate degree (but we do not know the graduate field of study). The percentage of computer science majors also earned a graduate degree is near the middle in comparison to other fields.

33%0%20%40%60%80%100%
Distribution: computer science majors' salaries by education level

We saw above that 33% earned a graduate degree after earning a bachelor's in computer science, but was this necessary for earning a good salary? We can see this answer in two ways. First, we can see the salary distribution for people with a bachelor's in computer science by their highest education attained. Remember, we only know the field for the bachelor's degree; the graduate degree can be in any field.

$82K$100K$86K$105K$0$50K$100K$150K$200KBachelor's DegreeMaster's DegreeResearch DoctorateProfessional Deg/Doct

Note that we do not include salary data when the survey standard error is higher than 20% of the salary. Therefore, some categories may be missing or may only provide partial salary ranges. To provide salary breakdowns, we have aggregated ACS person-level career survey responses by career, gender, race, age, and other factors. These graphics reflect the results of our aggregations, and are useful for identifying trends. A careful statistical study of the impact of these characteristics on salaries would correct for other factors that could be contributing to salary differences.

Context: Percentage boost obtained with a graduate degree

The second way that we can explore the impact of higher education on salary is to compare median salaries for workers with each level of education. We measure the percentage increase over the bachelor's salary that each higher degree achieved, and contrast that with similar measurements for other fields.

Sure, we think a higher degree would almost always help salary, but are there some majors that "need" a higher degree (in either the same or a new field) more than others in order to reach their earnings potential?

22%28%5%0%50%100%150%Bachelor's to Master'sBachelor's to Research DoctorateBachelor's to Professional Doctorate
Explore Careers
Careers for computer science majors
Careers for computer science majors

As we explained at the start of the previous section "Salary and Employment for Majors", the career data in all of these tabs is supported by the American Community Survey (ACS), which provides career information based on the broad degree computer science. For of the career statistics we report here, we consider all bachelor-holders in data modeling/warehousing and database administration and 6 other programs to fall under the ACS data we aggregated for the computer science degree.

Here we look at ACS survey respondents across the US with a bachelor's degree in computer science, and we see their top careers. You can explore the salary distributions for all people in those careers, as well as the typical education help by workers in that job. If you see ** before the job name, that tells you that the Department of Education recommends this job for people with a degree in data modeling/warehousing and database administration. We did not find always find a strong correlation between that advice and where people were working.

Career
Select any column header to sort by that column, and select any row to explore that career.
Salary
Salary distribution 0-$200,000.
Median
Middle 50%
Middle 80%
Education
High School
Some College
Bachelor's Degree
Master's Degree
Doctorate
Percentage with degree who are in job
Applications and systems software developers
$0$200K$96K
25.5%
Computer programmers
$0$200K$82K
8.2%
Managers (specialized areas)
$0$200K$72K
5.5%
Computer and information systems managers
$0$200K$99K
5.2%
Computer occupations (specialized areas)
$0$200K$68K
4.1%
Computer systems analysts
$0$200K$75K
3.7%
Computer support specialists
$0$200K$54K
3.0%
Management analysts
$0$200K$76K
1.8%
Network and computer systems administrators
$0$200K$71K
1.6%
Chief executives and legislators
$0$200K$96K
1.5%
Postsecondary teachers
$0$200K$62K
1.3%
Web developers
$0$200K$60K
1.2%
Engineers (specialized areas)
$0$200K$90K
1.2%
First-line supervisors of retail sales workers
$0$200K$39K
1.1%
**Database administrators
$0$200K$78K
1.1%
Computer network architects
$0$200K$95K
1.0%
Elementary and middle school teachers
$0$200K$51K
0.9%
Financial managers
$0$200K$68K
0.9%
Accountants and auditors
$0$200K$60K
0.9%
First-line supervisors of non-retail sales workers
$0$200K$59K
0.8%
Other routes to the top ten careers
Other majors that are hired by the top ten computer science careers

Take a minute with this sankey diagram, and use your mouse/touch to explore. You can follow the top ten jobs held by computer science graduates, and then, in turn, you can see the largest 10 degrees hired by each of those careers. We hope this gives you a glimpse at where you can most realistically hope to get a job with this degree, but also see alternatives for the same employment options. It's worth noting that for many degrees, the top ten jobs don't account for even half of the graduates. The data warns us / encourages us that a degree is only one piece of the puzzle that determines where we land.

This Degree
Top 10 careers
Top 10 degrees hired
Computer ScienceElectrical EngineeringComputer EngineeringGeneral Computer and Information SystemsMathematicsGeneral EngineeringBusiness Management and AdministrationMechanical EngineeringGeneral BusinessPhysicsManagement Information Systems and StatisticsComputer Programming & Data ProcessingAccountingPsychologyPolitical Science and GovernmentEconomicsMarketingFinanceCommunicationsInformation SciencesComputer Administration Management and SecurityApplications and systemssoftware developersComputer programmersManagers (specializedareas)Computer and informationsystems managersComputer systems analystsComputer occupations(specialized areas)Computer supportspecialistsManagement analystsNetwork and computersystems administratorsChief executives andlegislatorsAll others
Jobs that choose computer science majors
What careers hire computer science majors as one of their top 10?

What jobs are especially seeking you out? The previous section let you explore the top ten jobs for people who earn bachelor's degrees in this field. Now we turn the tables a bit. What jobs have computer science as one of the top ten majors they hire? Take this with a grain of salt, though, since some majors have more than 100,000 annual graduates and others have only a few thousand. Maybe employers would hire more of certain low-number majors if they could be found. In the bottom Sankey box, we show you the proportion of computer science majors that are accounted for by the top 10 jobs -- there are a myriad of other options for most majors.

Careers where this degree is a top 10 hire
Degrees
Computer programmersEngineers (specialized areas)Mathematicians and statisticiansEntertainment agents and business managersSales engineersNetwork and computer systems administratorsDatabase administratorsFinancial analystsOperations research analystsComputer network architects Management analystsActuariesApplications and systems software developersInformation security analystsElectrical and electronics engineersComputer occupations (specialized areas)Web developersAerospace engineersComputer hardware engineersCredit analystsArchitectsComputer and information research scientistsArchitectural and engineering managersComputer systems analystsComputer and information systems managersComputer support specialistsAll other careersComputer ScienceAll other degrees
Where can I complete this program?
What schools offer this program?
Explore schools that offer data modeling/warehousing and database administration degrees and certificates

We've created a list of schools that offer this program for the level you select. We've also chosen a few facts about each school that give you an idea of the educational quality each school might offer:

  • Student-Faculty Ratio: A small number of students per full-time instructor suggests individual attention for each student and an up-to-date curriculum.

  • Satisfaction Rate: A high percentage of returning first-year students should correlate with satisfaction (schools call this their retention rate).

  • Repayment Rate: A high repayment rate means most alumni earn enough to make progress repaying loans within 7 years of leaving.

We also show the total enrollment for the school as measured by full-time-equivalent (FTE) students enrolled annually. You can filter the list by award level and by state. Clicking on any table headers will sort the table by that column, and clicking on any row sends you to Ididio's school profile.

Filter Schools
Offering this program at this level
All levels
Only schools in these states
AKMEVTNHWAIDMTNDMNMINYMARIORUTWYSDIAWIINOHPANJCTCANVCONEMOILKYWVVAMDDEAZNMKSARTNNCSCDCOKLAMSALGAHITXFLPR
Only schools within
200 Miles
of
94 schools offer this program (all levels) in the selected area.
School
State
Total enrollment
Student to Full-time Faculty Ratio
Average Net Price
Repayment Rate
6-year Completion Rate
ABCO Technology
CA
47
23.5
$13,808
American Public University System
WV
28,898
92.8
$10,658
57%
19%
American River College
CA
21,656
54.5
$7,329
38%
19%
Asher College
CA
757
32.9
$15,360
53%
82%
Atlanta Technical College
GA
3,230
29.6
$2,882
22%
21%
Austin Peay State University
TN
7,622
22.1
$13,045
56%
38%
Baker College
MI
12,700
65.5
$12,983
42%
12%
Bates Technical College
WA
3,120
29.2
$3,895
48%
21%
Bellarmine University
KY
2,722
20.2
$24,711
84%
67%
Bellevue College
WA
10,711
57.0
$7,337
69%
37%
Boston University
MA
21,496
17.8
$33,728
90%
84%
Brandeis University
MA
3,851
18.4
$32,714
91%
86%
Bunker Hill Community College
MA
8,355
56.5
$7,012
55%
20%
Capella University
MN
7,740
123.6
$15,667
49%
15%
Cascadia College
WA
2,640
55.0
$7,657
61%
36%
Central Michigan University
MI
17,013
26.2
$14,675
69%
61%
Chandler-Gilbert Community College
AZ
7,968
56.1
$7,842
50%
17%
Chippewa Valley Technical College
WI
3,811
17.2
$9,808
65%
46%
Columbus State University
GA
5,802
22.6
$11,334
50%
27%
Cosumnes River College
CA
9,903
50.0
$5,921
42%
15%
Graduate program details
Explore data modeling/warehousing and database administration graduate program details

Many schools provide information to Peterson's about their graduate programs, and Ididio has licensed that data to share with you. The data is reported by program name and subject, and we have worked to match that data with the standard "CIP" titles that are the basis of these program pages. Please be aware that only a subset of all possible graduate programs share the details about financial support and admissions numbers with Peterson's. To see a complete list of schools who have graduated students with this degree, the previous section is much more reliable; however, this is a great place to look for a hint of schools that may offer financial support. You can see more details about each school's graduate programs in the Programs Offered section within that school's Ididio page.

Filter Schools
AKMEVTNHWAIDMTNDMNMINYMARIORUTWYSDIAWIINOHPANJCTCANVCONEMOILKYWVVAMDDEAZNMKSARTNNCSCDCOKLAMSALGAHITXFLPR
Program
State
Total applicants
Percentage Admitted
Application Fee
Grad students with aid
Brandeis University
Master of Science in Digital Marketing and Design Program (Master of Science)
MA
13
100%
$75
Portland State University
Systems Science Program (Doctor of Philosophy, Master of Science)
OR
18
94%
$65
Explore similar programs

Data Modeling/Warehousing and Database Administration is part of a larger collection of programs: Computer Sciences and Information Technology. Is there a different program that's close to Data Modeling/Warehousing and Database Administration that might be a better match for your interests? You can use this table to see a little about the programs that fall under this umbrella. If you click on any of the table headers, that will sort the table by that column, or click on a row and see Ididio's profile for that program.

Program
Graduates
Award Levels
Less than Bachelor's
Bachelor's
Graduate
Gender
Men
Women
Race/Origin
White
Minority
International
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