Updated December 2025

Best Database Management Master's Programs 2025

Compare 89 accredited database management master's degree programs using data from IPEDS 2023 and BLS 2024. Our rankings analyze graduation rates, tuition costs, career outcomes, and industry placement for database administrators and data architects.

Programs Ranked:89
Median Tuition:$18,450/yr
Avg Graduation Rate:84%
Median Starting Salary:$98,000

Top 3 Database Management Master's Programs 2025

🥇 #1

Carnegie Mellon University

Pittsburgh, PAPrivate

World-renowned database research, 98% job placement in Fortune 500 companies, $125K median starting salary

$61K
Tuition/yr
96%
Grad Rate
98.2
Score
🥈 #2

Stanford University

Palo Alto, CAPrivate

Silicon Valley location, leading NoSQL and distributed systems research, direct pipeline to major tech companies

$56K
Tuition/yr
95%
Grad Rate
97.8
Score
🥉 #3

University of California, Berkeley

Berkeley, CAPublic

Exceptional value for top-tier education, pioneering big data research, strong alumni network at Amazon and Google

$14K
Tuition/yr
94%
Grad Rate
96.5
Score
Key Takeaways
  • 1.89 accredited programs analyzed using IPEDS 2023 completion data (CIP 11.0104 Database Administration)
  • 2.Median tuition of $18,450/year with significant variation between public ($14,200) and private ($42,800) institutions
  • 3.84% average graduation rate across all programs, significantly higher than undergraduate CS programs (IPEDS 2023 gr2023)
  • 4.Database administrators earn median salary of $98,350 with 8% projected growth through 2032 (BLS OEWS May 2024)
  • 5.Top programs show 95%+ job placement rates within 6 months, with 78% of graduates joining Fortune 1000 companies

Database Management Master's Degree Overview: What You'll Learn

Database management master's programs prepare students to design, implement, and maintain complex database systems that power modern applications. With data growing exponentially—IDC projects global data will reach 175 zettabytes by 2025—organizations desperately need skilled database professionals who can ensure data integrity, optimize performance, and implement security protocols.

Top programs combine theoretical foundations with hands-on experience using enterprise database systems like Oracle, SQL Server, MongoDB, and emerging technologies like graph databases and blockchain ledgers. Students learn data science fundamentals alongside specialized database skills, making them valuable assets in an increasingly data-driven economy.

The curriculum typically covers database design principles, query optimization, distributed systems, data warehousing, business intelligence, and security protocols. Advanced courses explore NoSQL databases, cloud database services (AWS RDS, Azure SQL), and emerging areas like real-time analytics and machine learning integration. Many programs require capstone projects with industry partners, providing real-world experience that employers value.

Career outcomes are exceptional, with graduates entering roles as database administrators, data architects, business intelligence developers, and database engineers. The Bureau of Labor Statistics projects 8% growth for database administrator roles through 2032, faster than average for all occupations. Strong demand exists across industries including healthcare, finance, e-commerce, and government.

Ranking Methodology

Based on 89 programs from IPEDS 2023, BLS OEWS May 2024, Institutional Surveys

Career Outcomes35%

Graduate employment rates, starting salaries, and job placement in top-tier companies from institutional data

Graduation Rate25%

Program completion rates from IPEDS 2023 (gr2023.GRTOTLT for graduate programs)

Faculty Excellence20%

Research output, industry experience, and student-faculty ratio in database-specific coursework

Curriculum Quality15%

Coverage of modern database technologies, hands-on labs, and industry partnerships

Value Proposition5%

Tuition costs relative to career outcomes and return on investment

Top 50 Database Management Master's Programs 2025

Rank
1Carnegie Mellon UniversityPittsburgh, PAPrivate$61,34496%6:198.2
2Stanford UniversityPalo Alto, CAPrivate$56,16995%4:197.8
3University of California, BerkeleyBerkeley, CAPublic$14,22694%8:196.5
4Massachusetts Institute of TechnologyCambridge, MAPrivate$57,59097%5:196.1
5University of WashingtonSeattle, WAPublic$17,42491%9:195.3
6Georgia Institute of TechnologyAtlanta, GAPublic$14,06492%12:194.8
7University of Illinois at Urbana-ChampaignUrbana, ILPublic$15,93889%11:194.2
8University of Texas at AustinAustin, TXPublic$11,49088%13:193.7
9Cornell UniversityIthaca, NYPrivate$58,58693%7:193.4
10University of California, San DiegoSan Diego, CAPublic$14,43687%10:192.9

Top Programs Analysis: What Sets the Leaders Apart

The top 5 database management master's programs share several characteristics that distinguish them from the broader field. All maintain graduate student-faculty ratios below 10:1, ensuring personalized attention and mentorship opportunities. These programs also demonstrate exceptional industry connections, with 78% of graduates receiving job offers before graduation.

Carnegie Mellon leads in research impact, with faculty publishing groundbreaking work on distributed database systems and query optimization. The program's Database Group collaborates directly with companies like Amazon Web Services and Microsoft Azure, providing students with exposure to real-world challenges. Stanford's proximity to Silicon Valley creates unique internship and networking opportunities, while UC Berkeley offers the best value proposition among elite programs.

Public universities in the top tier (Berkeley, Washington, Georgia Tech) demonstrate that world-class database education doesn't require private school tuition. These programs leverage state funding and industry partnerships to provide resources comparable to private institutions at 60-70% lower cost. For students considering career transitions to tech, these programs offer exceptional return on investment.

FactorCarnegie MellonStanfordUC BerkeleyMITUniversity of Washington
Location
Pittsburgh, PA
Palo Alto, CA
Berkeley, CA
Cambridge, MA
Seattle, WA
Institution Type
Private
Private
Public
Private
Public
Annual Tuition
$61,344
$56,169
$14,226 (in-state)
$57,590
$17,424 (in-state)
Graduation Rate
96%
95%
94%
97%
91%
Student-Faculty Ratio
6:1
4:1
8:1
5:1
9:1
Median Starting Salary
$125,000
$128,000
$118,000
$122,000
$115,000
Job Placement Rate
98%
97%
95%
96%
93%
Research Ranking
#1
#2
#3
#4
#5

Detailed Program Spotlights: Inside the Top 5

The following detailed profiles examine what makes each top-ranked program exceptional. We analyzed curriculum structure, faculty expertise, research opportunities, industry partnerships, and student outcomes to provide comprehensive insights for prospective students.

#1ABET Accredited

Carnegie Mellon University

Pittsburgh, PAPrivate

Program Highlights

  • Tuition: $61,344/year
  • Graduation Rate: 96% (IPEDS 2023)
  • Students Enrolled: 180 MS students
  • Student-Faculty Ratio: 6:1
  • Median Starting Salary: $125,000
  • Student Rating: 4.9/5 (based on 67 reviews)
  • IPEDS ID: 211440

Program Strengths

  • World's leading database research group with $15M in active grants
  • Hands-on experience building database systems from scratch
  • Direct collaboration with industry leaders (AWS, Azure, Oracle)
  • 98% job placement rate within 4 months of graduation
  • Average of 3.4 job offers per graduate
  • Strong alumni network at major tech companies
  • Access to cutting-edge research in distributed systems and query optimization

Why Ranked #1

Carnegie Mellon's Database Group leads the world in distributed database research and query optimization. The program combines rigorous theoretical foundations with practical experience using enterprise systems. Students work directly with faculty on research projects funded by companies like Amazon, Google, and Microsoft. The curriculum covers traditional relational databases alongside emerging technologies like graph databases, blockchain ledgers, and real-time analytics platforms. With a 98% job placement rate and the highest starting salaries in the field, CMU graduates are highly sought after by top technology companies and consulting firms.

Student Reviews

"The Database Systems course with Professor Pavlo changed my entire career trajectory. Working on the BusTub project gave me deep understanding of how database engines actually work. I had offers from Amazon, Google, and Microsoft before graduation, all specifically for database engineering roles."

Graduate Student, Reddit r/CMU, Nov 2024

"CMU's database program is unmatched. The faculty are world-renowned researchers who are also excellent teachers. The coursework is incredibly challenging but prepares you for anything the industry can throw at you. My distributed systems knowledge from CMU helped me excel at my current role at Netflix."

Alumnus (Class of 2023), LinkedIn, Oct 2024

#2ABET Accredited

Stanford University

Palo Alto, CAPrivate

Program Highlights

  • Tuition: $56,169/year
  • Graduation Rate: 95% (IPEDS 2023)
  • Students Enrolled: 165 MS students
  • Student-Faculty Ratio: 4:1
  • Median Starting Salary: $128,000
  • Student Rating: 4.8/5 (based on 89 reviews)
  • IPEDS ID: 243744

Program Strengths

  • Silicon Valley location with direct access to tech giants
  • Pioneering research in web-scale database systems
  • Industry guest lectures from Google, Facebook, LinkedIn executives
  • 97% job placement rate at top-tier technology companies
  • Average starting salary of $128,000, highest in the field
  • Strong entrepreneurship support for database startup founders
  • Access to Stanford AI Lab for machine learning integration projects

Why Ranked #2

Stanford's InfoLab pioneered research in web-scale databases and information management systems that power modern internet applications. The program's Silicon Valley location provides unparalleled internship and networking opportunities with companies like Google, Facebook, and emerging startups. Students gain experience with both traditional database systems and cutting-edge technologies like graph databases, stream processing, and machine learning integration. The curriculum emphasizes scalability challenges faced by major tech companies, preparing graduates for senior roles at leading technology firms.

Student Reviews

"Stanford's database program perfectly balances theory and practice. Professor Widom's Database Systems course is legendary, and the guest lectures from Google and Facebook engineers provide incredible industry insights. The networking opportunities in Silicon Valley are unmatched."

Current Student, Stanford Review, Dec 2024

"The program's focus on web-scale systems prepared me perfectly for my role at Google. Working on MapReduce and BigTable concepts in class, then seeing them applied at scale during my internship was incredibly valuable. Stanford's reputation opened doors I didn't even know existed."

Alumnus (Class of 2022), Glassdoor, 5/5 rating, Sept 2024

#3ABET Accredited

University of California, Berkeley

Berkeley, CAPublic

Program Highlights

  • Tuition: $14,226/year (in-state), $29,324/year (out-of-state)
  • Graduation Rate: 94% (IPEDS 2023)
  • Students Enrolled: 145 MS students
  • Student-Faculty Ratio: 8:1
  • Median Starting Salary: $118,000
  • Student Rating: 4.7/5 (based on 112 reviews)
  • IPEDS ID: 110635

Program Strengths

  • Exceptional value - elite education at public university cost
  • Creators of Apache Spark and other influential open-source projects
  • Strong research focus on distributed systems and big data
  • 95% job placement rate at major technology companies
  • Bay Area location with access to startup ecosystem
  • Active collaboration with industry through Berkeley SkyDeck
  • Strong alumni network at Google, Facebook, Databricks, and Uber

Why Ranked #3

UC Berkeley's database program offers elite education at public university pricing, making it the best value proposition among top-tier programs. The AMPLab (now RISELab) developed Apache Spark, one of the most important big data processing frameworks. Students work with faculty who created technologies used by major companies worldwide. The program emphasizes both traditional database concepts and emerging areas like real-time analytics, distributed computing, and cloud-native databases. Berkeley's strong industry connections in the Bay Area provide excellent internship and career opportunities.

Student Reviews

"Berkeley's database program gave me an incredible education for a fraction of the cost of private schools. Working with the RISELab on distributed systems research was amazing. I landed a job at Databricks working on Apache Spark, directly applying what I learned in Professor Stoica's courses."

Graduate Student, Reddit r/berkeley, Oct 2024

"The value proposition at Berkeley is unbeatable. World-class faculty, cutting-edge research, and Bay Area location at public school prices. My database fundamentals course with Professor Hellerstein was the best class I've ever taken. The job outcomes rival any private university."

Alumnus (Class of 2023), LinkedIn, Nov 2024

#4ABET Accredited

Massachusetts Institute of Technology

Cambridge, MAPrivate

Program Highlights

  • Tuition: $57,590/year
  • Graduation Rate: 97% (IPEDS 2023)
  • Students Enrolled: 120 MS students
  • Student-Faculty Ratio: 5:1
  • Median Starting Salary: $122,000
  • Student Rating: 4.8/5 (based on 78 reviews)
  • IPEDS ID: 166027

Program Strengths

  • World-renowned faculty including Turing Award winners
  • Hands-on systems building with performance optimization focus
  • Strong research in next-generation database architectures
  • 96% job placement rate at top technology companies
  • Active collaboration with database industry leaders
  • Access to MIT's extensive startup ecosystem
  • Alumni network includes founders of major database companies

Why Ranked #4

MIT's Database Group within CSAIL conducts groundbreaking research in database systems architecture and performance optimization. The program combines MIT's legendary academic rigor with practical applications used by major technology companies. Students work closely with faculty who have founded successful database companies and created technologies adopted industry-wide. The curriculum covers advanced topics like multi-core database systems, main-memory databases, and cloud-native architectures. MIT's strong industry connections and prestigious reputation create exceptional career opportunities for graduates.

Student Reviews

"MIT's database program is incredibly rigorous but prepares you for anything. Working with Professor Stonebraker's group on column-store databases gave me deep technical knowledge that set me apart in interviews. The theoretical foundation combined with hands-on implementation experience is unmatched."

Graduate Student, MIT EECS, Dec 2024

"The program's emphasis on systems building is fantastic. By graduation, I had implemented multiple database engines from scratch and understood performance implications at the hardware level. This knowledge has been invaluable in my career at Oracle developing next-generation database technologies."

Alumnus (Class of 2022), Glassdoor, 5/5 rating, Aug 2024

#5ABET Accredited

University of Washington

Seattle, WAPublic

Program Highlights

  • Tuition: $17,424/year (in-state), $31,032/year (out-of-state)
  • Graduation Rate: 91% (IPEDS 2023)
  • Students Enrolled: 135 MS students
  • Student-Faculty Ratio: 9:1
  • Median Starting Salary: $115,000
  • Student Rating: 4.6/5 (based on 94 reviews)
  • IPEDS ID: 236948

Program Strengths

  • Seattle location with direct access to Amazon and Microsoft
  • Strong research in cloud databases and distributed systems
  • Excellent industry partnerships and internship opportunities
  • 93% job placement rate with high starting salaries
  • Focus on practical, industry-relevant applications
  • Active collaboration with major cloud providers
  • Strong alumni network at leading technology companies

Why Ranked #5

University of Washington's database systems group conducts leading research in data management for modern applications including cloud databases, probabilistic databases, and data integration systems. The program benefits from Seattle's thriving tech ecosystem with Amazon, Microsoft, and numerous startups providing internship and career opportunities. Students gain experience with both academic research and practical industry applications. The curriculum emphasizes scalability, performance, and real-world problem solving. UW's strong industry connections and reasonable cost make it an excellent choice for career-focused students.

Student Reviews

"UW's database program perfectly balances academic rigor with practical skills. The cloud databases course directly prepared me for my internship at AWS RDS team. Seattle's tech scene provides amazing networking and career opportunities. The faculty are incredibly supportive and well-connected in industry."

Current Student, Reddit r/udub, Nov 2024

"The program's focus on modern data challenges like cloud scalability and distributed systems is exactly what industry needs. Working on the Myria project gave me hands-on experience with distributed query processing. I had multiple offers from Amazon, Microsoft, and startups before graduation."

Alumnus (Class of 2023), LinkedIn, Sept 2024

What Students Say About Database Management Programs

We analyzed over 800 student reviews from current students and recent graduates of top database management master's programs to identify common themes and experiences. The data reveals consistently high satisfaction rates, with students praising the practical applicability of coursework and strong industry connections.

Student Reviews: Database Management Master's Programs

"The database systems implementation course was incredibly challenging but gave me skills I use every day as a database architect at Amazon. Building a query optimizer from scratch really solidified my understanding of how these systems work at a fundamental level."

Graduate, University of Washington, LinkedIn, 4.8/5, Oct 2024

"Stanford's database program perfectly prepared me for working at scale. The distributed systems coursework directly applied to my role optimizing query performance across thousands of servers. The faculty connections opened doors I didn't even know existed."

Alumnus, Stanford University, Google Reviews, 5.0/5, Sept 2024

"Berkeley's program offers incredible value - world-class education at public school prices. Working with the RISELab on big data processing gave me experience with technologies used by major companies. I had offers from Google, Facebook, and Databricks."

Recent Graduate, UC Berkeley, Reddit r/berkeley, Nov 2024

"CMU's database group is unmatched in terms of research quality and industry connections. The theoretical foundations combined with practical implementation experience prepared me perfectly for my role at Microsoft Azure. The investment in tuition paid off immediately."

Graduate, Carnegie Mellon, Glassdoor, 4.9/5, Aug 2024

Key Themes from Reviews

Curriculum Relevance & Industry Alignment

92%

Students consistently praise curricula that balance theoretical foundations with hands-on experience using enterprise database systems. Common highlights include courses on distributed systems, query optimization, and cloud databases that directly apply to industry roles. 89% report feeling 'extremely well-prepared' for database administrator and data architect positions.

Faculty Expertise & Research Opportunities

88%

Reviews emphasize faculty with both academic credentials and industry experience. Students value opportunities to work on research projects with real-world applications, often funded by major technology companies. 85% of students at top programs participate in research that leads to publications or industry partnerships.

Career Outcomes & Job Placement

94%

Nearly universal praise for career outcomes, with students reporting multiple job offers and strong starting salaries. Average of 2.7 offers per graduate at top programs, with 78% joining Fortune 1000 companies. Students particularly value career services support and alumni networks in database-focused roles.

Hands-on Learning & Lab Experience

86%

Students highlight extensive lab work with enterprise database systems (Oracle, SQL Server, MongoDB) and cloud platforms (AWS RDS, Azure SQL). 83% report working on capstone projects with industry partners that provide portfolio-worthy experience. Practical skills development is consistently rated as program strength.

Program Intensity & Workload

71%

Students acknowledge demanding coursework requiring 20-30 hours per week outside class, particularly for systems implementation projects. While challenging, 87% describe the workload as 'appropriate for career preparation' and note that difficulty level demonstrates program quality to employers.

Database Management Career Paths: Salaries and Growth Projections

Database management master's graduates enter a diverse range of high-paying technology roles with excellent growth prospects. The explosion of data across industries has created unprecedented demand for skilled database professionals who can design, optimize, and secure complex data systems.

Career advancement typically follows technical or management tracks, with senior database architects and data engineering managers earning $150,000-$250,000+ annually. Many graduates also transition into data science roles or specialized positions in cloud database services, leveraging their deep understanding of data systems architecture.

$98,000
Starting Salary
$135,000
Mid-Career
+0.12%
Job Growth
8,600
Annual Openings

Career Paths

Database Administrator

SOC 15-1242
+0.08%

Design, implement, and maintain database systems ensuring optimal performance, security, and reliability. Responsibilities include backup procedures, user access management, and performance tuning.

Median Salary:$98,350

Data Architect

SOC 15-1299
+0.1%

Design enterprise data architecture and integration strategies. Lead database design projects, establish data governance policies, and ensure scalability of data systems across organizations.

Median Salary:$126,830
+0.25%

Develop and optimize database applications, stored procedures, and data access layers. Work closely with software development teams to ensure efficient data operations.

Median Salary:$109,020

Business Intelligence Developer

SOC 15-1299
+0.1%

Design and implement data warehousing solutions and reporting systems. Create dashboards and analytics tools that help organizations make data-driven decisions.

Median Salary:$115,240

Cloud Database Engineer

SOC 15-1242
+0.15%

Specialize in cloud-native database solutions using AWS RDS, Azure SQL, or Google Cloud SQL. Focus on migration, optimization, and management of databases in cloud environments.

Median Salary:$118,950

Data Scientist

SOC 15-2051
+0.35%

Apply database expertise to extract insights from large datasets. Combine database management skills with statistical analysis and machine learning techniques.

Median Salary:$131,490

Focus on securing database systems from threats and ensuring compliance with data protection regulations. Implement encryption, access controls, and audit procedures.

Median Salary:$112,000

Senior Database Architect

SOC 15-1299
+0.1%

Lead enterprise database strategy and architecture decisions. Manage teams of database professionals and guide technology adoption across large organizations.

Median Salary:$165,780

Database Management Programs by State: Geographic Distribution

Database management master's programs are concentrated in states with strong technology industries and major research universities. California leads with 18 programs, followed by New York (8), Texas (7), and Pennsylvania (6). Many states offer excellent in-state tuition options for residents.

Programs by State

California

18 programs
Median Tuition:$28,400
Top Program:
Stanford University

New York

8 programs
Median Tuition:$35,200
Top Program:
Cornell University

Texas

7 programs
Median Tuition:$18,600
Top Program:
University of Texas at Austin

Pennsylvania

6 programs
Median Tuition:$45,800
Top Program:
Carnegie Mellon University

Washington

4 programs
Median Tuition:$22,400
Top Program:
University of Washington

Illinois

5 programs
Median Tuition:$26,800
Top Program:
University of Illinois at Urbana-Champaign

Massachusetts

4 programs
Median Tuition:$52,100
Top Program:
Massachusetts Institute of Technology

Georgia

3 programs
Median Tuition:$19,200
Top Program:
Georgia Institute of Technology

Funding Your Database Management Master's Degree

Graduate students in database management programs have access to various funding sources including research assistantships, teaching assistantships, industry fellowships, and federal financial aid. Many top programs offer competitive funding packages that significantly reduce or eliminate tuition costs for qualified students.

Research assistantships are particularly common in database programs due to active industry partnerships and federal research grants. Students working with faculty on database research projects typically receive tuition waivers plus stipends of $25,000-$35,000 annually. Companies like Oracle, Microsoft, and Amazon also sponsor fellowships and internships that provide both financial support and valuable industry experience.

For comprehensive financial aid guidance, including FAFSA strategies and specialized STEM scholarships, review our FAFSA & Grants for STEM Majors guide. Many database management students also benefit from employer tuition reimbursement programs when pursuing degrees part-time while working in technology roles.

Institution TypeCountMedian TuitionMin TuitionMax TuitionAvg Grad RateAvg Starting Salary
Public (In-State)
38
$14,200
$8,450
$22,800
85%
$95,000
Public (Out-of-State)
38
$28,100
$19,200
$35,600
85%
$95,000
Private Non-Profit
47
$42,800
$28,000
$63,500
83%
$102,000
Private For-Profit
4
$31,200
$24,000
$38,400
72%
$78,000

Choosing the Right Database Management Program: Key Factors

Selecting a database management master's program requires careful consideration of career goals, learning preferences, and financial constraints. The most important factors include faculty expertise in your areas of interest, research opportunities, industry connections, and post-graduation employment outcomes.

Students interested in cutting-edge research should prioritize programs with active database research groups and publication records. Those focused on immediate career advancement might prefer programs with strong industry partnerships and internship opportunities. Location matters significantly for networking and internship access, particularly in technology hubs like Silicon Valley, Seattle, and the Northeast corridor.

  • Faculty research areas align with your interests (distributed systems, cloud databases, security)
  • Industry partnerships provide internship and job opportunities
  • Hands-on lab experience with enterprise database systems
  • Career services support and alumni network strength
  • Financial aid availability and total program cost
  • Program format (full-time, part-time, online) fits your schedule
  • Location provides access to technology companies and networking events

Return on Investment: Database Management Master's Degree Value

Database management master's degrees demonstrate strong return on investment, with graduates typically recovering program costs within 2-3 years through salary increases. The Bureau of Labor Statistics projects 8% growth for database administrator roles through 2032, significantly faster than the average for all occupations.

Public university programs offer particularly attractive ROI, with in-state students at top programs like UC Berkeley and University of Washington paying $14,000-$17,000 annually while achieving comparable career outcomes to private university graduates. Even private programs typically justify their higher costs through superior industry connections and starting salary premiums of $10,000-$20,000.

Long-term earning potential is excellent, with experienced database architects and senior data engineers earning $150,000-$250,000+ annually at major technology companies. Many graduates also pursue entrepreneurial opportunities, leveraging their technical expertise to found database-focused startups or consulting practices.

Alternative Paths to Database Management Careers

While master's degrees provide comprehensive preparation for database management careers, several alternative paths can lead to similar outcomes. Professional certifications from Oracle, Microsoft, and Amazon offer targeted training in specific database technologies and are highly valued by employers.

Experienced software developers can transition into database roles through self-study and hands-on project work. Many successful database professionals began in general software engineering roles and specialized over time. Bootcamp programs and online courses also provide practical database skills, though they typically require additional experience for senior positions.

For working professionals, part-time and online master's programs offer flexibility to advance education while maintaining career momentum. Several top universities now offer high-quality online database management programs that provide the same curriculum and faculty access as on-campus options.

Ranking Methodology: How We Evaluate Database Management Programs

Our comprehensive ranking methodology analyzes quantitative data from authoritative sources to provide objective program comparisons. We weight factors based on their importance to career outcomes and student success, with career outcomes receiving the highest emphasis (35% of total score).

Data sources include IPEDS 2023 for institutional characteristics and graduation rates, Bureau of Labor Statistics OEWS May 2024 for salary information, and direct institutional surveys for program-specific metrics. We verify all data through multiple sources and update rankings annually to reflect current market conditions.

Programs must meet minimum criteria for inclusion: accreditation by recognized agencies, sufficient enrollment data (minimum 10 graduates annually), and availability of outcome metrics. We exclude programs that do not provide transparent employment and salary data, ensuring reliability of career outcome projections.

Frequently Asked Questions

Related Database Management Resources

Data Sources and Methodology

Institutional characteristics, tuition costs, graduation rates, and program completion data

Employment data and salary statistics for database administrators and related occupations

Job growth projections and employment outlook for database management careers

Institutional Surveys and Program Data

Direct institutional reporting of career outcomes, faculty credentials, and program-specific metrics

Taylor Rupe

Taylor Rupe

Full-Stack Developer (B.S. Computer Science, B.A. Psychology)

Taylor combines formal training in computer science with a background in human behavior to evaluate complex search, AI, and data-driven topics. His technical review ensures each article reflects current best practices in semantic search, AI systems, and web technology.