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Updated July 13, 2026

Best Artificial Intelligence Master's Degree Programs 2026

Compare 184 accredited AI master's programs using data from IPEDS 2024 and BLS 2024. Our rankings analyze research output, faculty quality, career outcomes, and industry partnerships.

Programs Ranked184
Median Tuition$52,850/yr
Avg Graduation Rate89%
Median Starting Salary$135,000
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Key Takeaways

  • 1.machine learning Engineers earn a median salary of $164,500 with 23% projected job growth through 2032 (BLS OES 2024)
  • 2.Top-ranked Artificial Intelligence programs include Carnegie Mellon University, University of Washington-Seattle Campus, University of Southern California based on graduation rates, program strength, and career outcomes
  • 3.Best value: University of Washington-Seattle Campus offers artificial intelligence education at $11,524/year with 97% graduation rate
  • 4.35 accredited Artificial Intelligence programs analyzed using IPEDS 2024 completion data

Best Artificial Intelligence Programs - Top 10 Master's

🥇

University of Pennsylvania

Master's in Artificial IntelligenceOn-campus
Philadelphia, PAPrivate nonprofit

$128,105 median salary · 97% graduation rate

93.9
Score
$61K
Tuition/yr
97%
Grad Rate
$128K
Median Salary
Visit
program page

Program Strengths

  • 97% graduation rate
  • $128,105 median salary
  • $60,920 in-state tuition
  • 87 graduates annually
🥈

Johns Hopkins University

Master's in Artificial IntelligenceFully online
Baltimore, MDPrivate nonprofit

$128,105 median salary · 94% graduation rate

91.8
Score
$65K
Tuition/yr
94%
Grad Rate
$128K
Median Salary
Visit
program page

Program Strengths

  • 94% graduation rate
  • $128,105 median salary
  • $64,730 in-state tuition
  • 50 graduates annually
🥉

Massachusetts Institute of Technology

Master's in Artificial IntelligenceOn-campus
Cambridge, MAPrivate nonprofit

$128,105 median salary · 96% graduation rate

90.8
Score
$62K
Tuition/yr
96%
Grad Rate
$128K
Median Salary
Visit
program page

Program Strengths

  • 96% graduation rate
  • $128,105 median salary
  • $61,990 in-state tuition
  • 16 graduates annually
#4

Northeastern University

Master's in Artificial IntelligenceOn-campus
Boston, MAPrivate nonprofit

$128,105 median salary · 91% graduation rate

90.7
Score
$65K
Tuition/yr
91%
Grad Rate
$128K
Median Salary
Visit
program page

Program Strengths

  • 91% graduation rate
  • $128,105 median salary
  • $64,990 in-state tuition
  • 58 graduates annually
#5

Northwestern University

Master's in Artificial IntelligenceOn-campus
Evanston, ILPrivate nonprofit

$128,105 median salary · 95% graduation rate

90.6
Score
$67K
Tuition/yr
95%
Grad Rate
$128K
Median Salary
Visit
program page

Program Strengths

  • 95% graduation rate
  • $128,105 median salary
  • $67,158 in-state tuition
  • 35 graduates annually
#6

University of Southern California

Master's in Artificial IntelligenceOn-campus
Los Angeles, CAPrivate nonprofit

$128,105 median salary · 92% graduation rate

90.2
Score
$70K
Tuition/yr
92%
Grad Rate
$128K
Median Salary
Visit
program page

Program Strengths

  • 92% graduation rate
  • $128,105 median salary
  • $69,904 in-state tuition
  • 40 graduates annually
#7

Duke University

Master's in Artificial IntelligenceOn-campus
Durham, NCPrivate nonprofit

$128,105 median salary · 97% graduation rate

89.8
Score
$66K
Tuition/yr
97%
Grad Rate
$128K
Median Salary
Visit
program page

Program Strengths

  • 97% graduation rate
  • $128,105 median salary
  • $66,325 in-state tuition
  • 14 graduates annually
#8

Carnegie Mellon University

Master's in Artificial IntelligenceFully online
Pittsburgh, PAPrivate nonprofit

$128,105 median salary · 94% graduation rate

89.0
Score
$65K
Tuition/yr
94%
Grad Rate
$128K
Median Salary
Visit
program page

Program Strengths

  • 94% graduation rate
  • $128,105 median salary
  • $64,596 in-state tuition
  • 147 graduates annually
#9

University of Washington-Seattle Campus

Master's in Artificial IntelligenceOn-campus
Seattle, WAPublic

$128,105 median salary · 85% graduation rate

88.5
Score
$12K
Tuition/yr
85%
Grad Rate
$128K
Median Salary
Visit
program page

Program Strengths

  • 85% graduation rate
  • $128,105 median salary
  • $11,869 in-state tuition
  • 29 graduates annually
#10

University of Georgia

Master's in Artificial IntelligenceOn-campus
Athens, GAPublic

$128,105 median salary · 90% graduation rate

87.8
Score
$10K
Tuition/yr
90%
Grad Rate
$128K
Median Salary
Visit
program page

Program Strengths

  • 90% graduation rate
  • $128,105 median salary
  • $10,034 in-state tuition
  • 13 graduates annually

Best Artificial Intelligence Programs - Top 10 Master's, Complete Program Data

  1. #1. University of Pennsylvania — Master's Artificial Intelligence

    Hakia ranks University of Pennsylvania's master's artificial intelligence program #1. Degree: Master's. Delivery: on-campus. Location: Philadelphia, PA | Type: Private nonprofit | Tuition: $60,920/year | Graduation Rate: 97% | Median Salary: $128,105 | Score: 93.9

  2. #2. Johns Hopkins University — Master's Artificial Intelligence (Online)

    Hakia ranks Johns Hopkins University's online master's artificial intelligence program #2. Degree: Master's. Delivery: fully online. Location: Baltimore, MD | Type: Private nonprofit | Tuition: $64,730/year | Graduation Rate: 94% | Median Salary: $128,105 | Score: 91.8

  3. #3. Massachusetts Institute of Technology — Master's Artificial Intelligence

    Hakia ranks Massachusetts Institute of Technology's master's artificial intelligence program #3. Degree: Master's. Delivery: on-campus. Location: Cambridge, MA | Type: Private nonprofit | Tuition: $61,990/year | Graduation Rate: 96% | Median Salary: $128,105 | Score: 90.8

  4. #4. Northeastern University — Master's Artificial Intelligence

    Hakia ranks Northeastern University's master's artificial intelligence program #4. Degree: Master's. Delivery: on-campus. Location: Boston, MA | Type: Private nonprofit | Tuition: $64,990/year | Graduation Rate: 91% | Median Salary: $128,105 | Score: 90.7

  5. #5. Northwestern University — Master's Artificial Intelligence

    Hakia ranks Northwestern University's master's artificial intelligence program #5. Degree: Master's. Delivery: on-campus. Location: Evanston, IL | Type: Private nonprofit | Tuition: $67,158/year | Graduation Rate: 95% | Median Salary: $128,105 | Score: 90.6

  6. #6. University of Southern California — Master's Artificial Intelligence

    Hakia ranks University of Southern California's master's artificial intelligence program #6. Degree: Master's. Delivery: on-campus. Location: Los Angeles, CA | Type: Private nonprofit | Tuition: $69,904/year | Graduation Rate: 92% | Median Salary: $128,105 | Score: 90.2

  7. #7. Duke University — Master's Artificial Intelligence

    Hakia ranks Duke University's master's artificial intelligence program #7. Degree: Master's. Delivery: on-campus. Location: Durham, NC | Type: Private nonprofit | Tuition: $66,325/year | Graduation Rate: 97% | Median Salary: $128,105 | Score: 89.8

  8. #8. Carnegie Mellon University — Master's Artificial Intelligence (Online)

    Hakia ranks Carnegie Mellon University's online master's artificial intelligence program #8. Degree: Master's. Delivery: fully online. Location: Pittsburgh, PA | Type: Private nonprofit | Tuition: $64,596/year | Graduation Rate: 94% | Median Salary: $128,105 | Score: 89.0

  9. #9. University of Washington-Seattle Campus — Master's Artificial Intelligence

    Hakia ranks University of Washington-Seattle Campus's master's artificial intelligence program #9. Degree: Master's. Delivery: on-campus. Location: Seattle, WA | Type: Public | Tuition: $11,869/year | Graduation Rate: 85% | Median Salary: $128,105 | Score: 88.5

  10. #10. University of Georgia — Master's Artificial Intelligence

    Hakia ranks University of Georgia's master's artificial intelligence program #10. Degree: Master's. Delivery: on-campus. Location: Athens, GA | Type: Public | Tuition: $10,034/year | Graduation Rate: 90% | Median Salary: $128,105 | Score: 87.8

Best Artificial Intelligence Programs - Compare Top 5 Master's

SchoolLocationTypeTuitionGrad RateScore
#1 Carnegie Mellon University
Pittsburgh, PA
Private
$62,260
98%
100/100
#2 University of Washington-Seattle Campus
Seattle, WA
Public
$11,524
97%
85.5/100
#3 University of Southern California
Los Angeles, CA
Private
$66,640
92%
80/100
#4 University of Pennsylvania
Philadelphia, PA
Private
$58,620
1%
79.1/100
#5 Northwestern University
Evanston, IL
Private
$64,887
90%
71/100

Data from IPEDS 2024. Tuition shown is in-state for public schools.

Top 50 AI Master's Programs 2026

RankProgram & SchoolDeliveryAnnual TuitionGrad RateMedian SalaryHakia Score
#1
Master's in Artificial Intelligence
University of Pennsylvania
Philadelphia, PA · Private nonprofit
On-campus$60,92097%$128,10593.9
#2
Master's in Artificial Intelligence
Johns Hopkins University
Baltimore, MD · Private nonprofit
Online$64,73094%$128,10591.8
#3
Master's in Artificial Intelligence
Massachusetts Institute of Technology
Cambridge, MA · Private nonprofit
On-campus$61,99096%$128,10590.8
#4
Master's in Artificial Intelligence
Northeastern University
Boston, MA · Private nonprofit
On-campus$64,99091%$128,10590.7
#5
Master's in Artificial Intelligence
Northwestern University
Evanston, IL · Private nonprofit
On-campus$67,15895%$128,10590.6
#6
Master's in Artificial Intelligence
University of Southern California
Los Angeles, CA · Private nonprofit
On-campus$69,90492%$128,10590.2
#7
Master's in Artificial Intelligence
Duke University
Durham, NC · Private nonprofit
On-campus$66,32597%$128,10589.8
#8
Master's in Artificial Intelligence
Carnegie Mellon University
Pittsburgh, PA · Private nonprofit
Online$64,59694%$128,10589.0
#9
Master's in Artificial Intelligence
University of Washington-Seattle Campus
Seattle, WA · Public
On-campus$11,86985%$128,10588.5
#10
Master's in Artificial Intelligence
University of Georgia
Athens, GA · Public
On-campus$10,03490%$128,10587.8
#11
Master's in Artificial Intelligence
Boston University
Boston, MA · Private nonprofit
On-campus$66,67089%$128,10587.7
#12
Master's in Artificial Intelligence
University of Central Florida
Orlando, FL · Public
On-campus$4,47878%$128,10582.9
#13
Master's in Artificial Intelligence
Brandeis University
Waltham, MA · Private nonprofit
On-campus$67,08286%$128,10581.1
#14
Master's in Artificial Intelligence
University of San Diego
San Diego, CA · Private nonprofit
Online$58,42084%$128,10580.9
#15
Master's in Artificial Intelligence
University of Rochester
Rochester, NY · Private nonprofit
On-campus$65,87085%$128,10580.0
#16
Master's in Artificial Intelligence
Yeshiva University
New York, NY · Private nonprofit
Online$47,15083%$128,10578.7
#17
Master's in Artificial Intelligence
Illinois Institute of Technology
Chicago, IL · Private nonprofit
On-campus$50,63675%$128,10577.6
#18
Master's in Artificial Intelligence
University of California-Santa Cruz
Santa Cruz, CA · Public
On-campus$12,26075%$128,10577.3
#19
Master's in Artificial Intelligence
Indiana University-Bloomington
Bloomington, IN · Public
On-campus$10,62280%$128,10576.7
#20
Master's in Artificial Intelligence
Saint Louis University
Saint Louis, MO · Private nonprofit
On-campus$54,76080%$128,10576.0
#21
Master's in Artificial Intelligence
San Jose State University
San Jose, CA · Public
On-campus$6,08469%$128,10575.1
#22
Master's in Artificial Intelligence
University of Colorado Boulder
Boulder, CO · Public
On-campus$13,51074%$128,10574.8
#23
Master's in Artificial Intelligence
University of Cincinnati-Main Campus
Cincinnati, OH · Public
On-campus$11,68575%$128,10574.0
#24
Master's in Artificial Intelligence
New Jersey Institute of Technology
Newark, NJ · Public
On-campus$16,33473%$128,10573.6
#25
Master's in Artificial Intelligence
Oregon State University
Corvallis, OR · Public
Online$11,91070%$128,10573.5
#26
Master's in Artificial Intelligence
Florida Atlantic University
Boca Raton, FL · Public
On-campus$2,52263%$128,10571.7
#27
Master's in Artificial Intelligence
University of North Texas
Denton, TX · Public
On-campus$8,31961%$128,10571.6
#28
Master's in Artificial Intelligence
University of Arizona
Tucson, AZ · Public
On-campus$11,83568%$128,10571.2
#29
Master's in Artificial Intelligence
Gannon University
Erie, PA · Private nonprofit
On-campus$39,27066%$128,10569.9
#30
Master's in Artificial Intelligence
DePaul University
Chicago, IL · Private nonprofit
On-campus$44,60168%$128,10569.8
#31
Master's in Artificial Intelligence
Iowa State University
Ames, IA · Public
On-campus$9,25275%$128,10568.9
#32
Master's in Artificial Intelligence
University of Michigan-Dearborn
Dearborn, MI · Public
Online$15,24058%$128,10567.2
#33
Master's in Artificial Intelligence
Lawrence Technological University
Southfield, MI · Private nonprofit
On-campus$42,36061%$128,10565.8
#34
Master's in Artificial Intelligence
Kent State University at Kent
Kent, OH · Public
On-campus$12,74264%$128,10564.7
#35
Master's in Artificial Intelligence
South Dakota School of Mines and Technology
Rapid City, SD · Public
On-campus$7,80053%$128,10562.9
#36
Master's in Artificial Intelligence
Montclair State University
Montclair, NJ · Public
On-campus$14,79065%$128,10562.2
#37
Master's in Artificial Intelligence
The University of Texas at San Antonio
San Antonio, TX · Public
On-campus$6,26653%$128,10562.2
#38
Master's in Artificial Intelligence
Long Island University
Brookville, NY · Private nonprofit
On-campus$40,24857%$128,10562.1
#39
Master's in Artificial Intelligence
University of Bridgeport
Bridgeport, CT · Private nonprofit
On-campus$32,86041%$128,10561.3
#40
Master's in Artificial Intelligence
Oakland University
Rochester Hills, MI · Public
On-campus$17,16758%$128,10560.2
#41
Master's in Artificial Intelligence
Maryville University of Saint Louis
Saint Louis, MO · Private nonprofit
Online$24,76666%$128,10559.7
#42
Master's in Artificial Intelligence
Pennsylvania State University-World Campus
University Park, PA · Public
Online$15,35634%$128,10558.6
#43
Master's in Artificial Intelligence
City University of Seattle
Seattle, WA · Private nonprofit
Online$13,929$128,10557.8
#44
Master's in Artificial Intelligence
South College
Knoxville, TN · Private for-profit
Online$16,45042%$128,10557.2
#45
Master's in Artificial Intelligence
University of Houston-Downtown
Houston, TX · Public
On-campus$6,12633%$128,10556.1
#46
Master's in Artificial Intelligence
Oklahoma Christian University
Edmond, OK · Private nonprofit
On-campus$25,80056%$128,10555.7

Showing all 46 ranked programs.

AI Master's Programs Overview: What You Need to Know

The artificial intelligence master's degree landscape has transformed over the past five years. From just 34 dedicated AI programs in 2019, the field now includes 184 accredited master's programs specifically focused on artificial intelligence, machine learning, and related disciplines (IPEDS 2024). These programs represent a $2.3 billion annual investment in AI education, producing over 12,000 graduates annually to meet unprecedented industry demand.

Top-tier programs like Carnegie Mellon's Machine Learning program and Stanford's AI Graduate Certificate command premium tuition rates but deliver exceptional career outcomes. Graduates from the top 20 programs report -$165,000, with s at leading technology companies (BLS OEWS May 2024).

The curriculum focus varies significantly across programs. Research-intensive universities emphasize theoretical foundations, deep learning architectures, and original research contributions. Professional master's programs prioritize applied skills in natural language processing, computer vision, and enterprise AI deployment. Students should carefully evaluate program structure, faculty expertise, and career outcomes when making their selection.

Industry partnerships play a crucial role in program quality. Leading programs maintain active collaborations with Google DeepMind, OpenAI, Microsoft Research, and NVIDIA. These relationships provide students with access to advanced research, internship opportunities, and direct paths to high-paying AI engineering roles. Our rankings heavily weight these industry connections alongside traditional academic metrics.

Career Advancement: Why Get a Master's?

A master's degree in Artificial Intelligence provides a significant career advantage. According to the Bureau of Labor Statistics, professionals with master's degrees earn 20% more on average than those with bachelor's degrees in the same field. For Artificial Intelligence specifically, the salary premium can reach $25,000-$40,000 annually.

When a Master's Degree Pays Off:

  • Management track. Senior/Director roles increasingly require or strongly prefer graduate degrees
  • Specialization. Deep expertise in AI/ML, security, or data engineering commands premium salaries
  • Career switching. Master's programs accept students from non-technical backgrounds
  • Research roles. Required for R&D positions at Google, Meta, Microsoft Research, and national labs
  • International careers. Many countries require master's for skilled worker visas

The Graduate Management Admission Council reports that 93% of employers plan to maintain or increase hiring of graduate degree holders, with tech roles showing the strongest demand.

Work Experience Requirements

Work experience requirements vary significantly across Artificial Intelligence master's programs. While some programs accept students directly from undergraduate studies, many prefer or require professional experience.

Typical Experience Requirements:

  • Elite programs (Stanford, MIT, CMU). Not required but 60-70% of admits have 2+ years experience
  • Professional master's programs. Often require 2-5 years. Designed for working professionals
  • Online programs. More flexible. Many accept recent graduates
  • Executive programs. Require 5-10+ years. Designed for senior professionals

Pro tip: If you lack work experience, strong research experience, publications, or exceptional projects can compensate. Many programs also value open-source contributions, hackathon wins, or significant personal projects demonstrating technical depth.

Thesis vs Non-Thesis Programs

Most Artificial Intelligence master's programs offer both thesis and non-thesis (coursework-only) tracks. Your choice significantly impacts your time investment, career options, and learning experience.

Thesis Track (Recommended for PhD/Research Careers):

  • Original research project over 1-2 semesters with faculty advisor
  • 6 fewer course credits in exchange for thesis work
  • Results in publishable research. Strengthens PhD applications significantly
  • Develops deep expertise in narrow area. Valuable for R&D roles
  • Average completion: 2-2.5 years

Non-Thesis/Coursework Track (Recommended for Industry):

  • Additional courses instead of thesis. Broader skill coverage
  • Often includes capstone project with industry partner
  • Faster completion: 1.5-2 years
  • Better for career changers seeking breadth over depth
  • Some programs offer thesis-equivalent options (comprehensive exam, portfolio)

Specialization Tracks

Master's programs in Artificial Intelligence offer specialization tracks that allow you to develop deep expertise in high-demand areas. Choosing the right specialization can increase starting salaries by $10,000-$30,000 compared to generalist degrees.

High-Demand Specializations (2024-2025):

  • Artificial Intelligence/Machine Learning. Highest demand. Median salary $165,000 (Levels.fyi)
  • Cybersecurity, 35% job growth projected through 2032 (BLS)
  • Cloud Computing/Distributed Systems. Critical for enterprise roles. AWS/Azure/GCP certifications add value
  • Data Engineering. Pipeline architecture for big data. Median salary $145,000
  • Human-Computer Interaction. UX research and design. Strong demand at consumer tech companies

When selecting a specialization, consider both current salary premiums and projected growth. The World Economic Forum identifies AI specialists, data analysts, and cybersecurity experts among the fastest-growing roles through 2030.

Part-Time & Evening Options

Part-time and evening Artificial Intelligence master's programs allow working professionals to advance their careers without leaving their jobs. According to Graduate Management News, 62% of master's students in technical fields study part-time while employed.

Part-Time Format Options:

  • Evening classes, 2-3 nights per week, 6-7pm start times. Popular in metro areas
  • Weekend intensive. Friday evening + Saturday sessions. Less frequent campus visits
  • Hybrid programs. Online coursework with periodic in-person residencies (1-2 weekends per semester)
  • Fully asynchronous online. Maximum flexibility. Complete coursework on your schedule

Typical Timeline: Part-time programs take 2.5-4 years versus 1.5-2 years full-time. Many programs allow switching between part-time and full-time status based on life circumstances.

See our best online Artificial Intelligence master's programs for flexible options designed for working professionals.

$135,000
Starting Salary
$180,000
Mid-Career
+28%
Job Growth
18,700
Annual Openings

Career Paths

AI Research Scientist

SOC 15-1221
+0.32%

Conduct original research in AI/ML, publish papers, and develop new algorithms. Requires strong mathematical background and research experience.

Median Salary:$165,000

Computer Vision Engineer

SOC 15-1252
+0.28%

Develop image and video processing systems. Work on autonomous vehicles, medical imaging, and surveillance applications.

Median Salary:$138,000

NLP Engineer

SOC 15-1252
+0.31%

Build systems that understand and generate human language. Work on chatbots, translation systems, and content analysis platforms.

Median Salary:$135,000

AI Product Manager

SOC 11-3021
+0.22%

Lead AI product development from conception to deployment. Bridge technical teams with business stakeholders and market requirements.

Median Salary:$145,000

AI Master's Programs by State

Financial Aid and Funding Options for AI Students

Multiple funding sources make AI master's programs more accessible than sticker prices suggest. Research assistantships provide $20,000-$35,000 annually plus tuition remission in exchange for 20 hours weekly research work. Teaching assistantships offer similar compensation for instructional duties. Many students combine multiple funding sources to minimize debt.

Industry partnerships create unique funding opportunities. Companies sponsor students through direct scholarships, paid internships, and tuition reimbursement programs. Major tech companies actively recruit from top AI programs, offering signing bonuses that can offset educational costs. Federal financial aid and specialized STEM scholarships provide additional support.

Employer Tuition Sponsorship

Many employers offer tuition assistance or full sponsorship for Artificial Intelligence master's degrees. According to the Society for Human Resource Management, 56% of companies offer some form of educational assistance, with tech companies among the most generous.

Top Employer Tuition Benefits:

  • Google. Up to $12,000/year for approved programs. No service commitment
  • Amazon. Career Choice covers 95% of tuition for select programs. Plus upskilling programs
  • Microsoft, $10,000/year with manager approval. Additional funding for certifications
  • Apple. Full tuition reimbursement for approved degrees with 2-year service commitment
  • Deloitte/Big 4. Full sponsorship for relevant master's programs. Require 2 years post-completion

Strategy for Maximizing Benefits:

  • Check if your employer has partnerships with specific universities (often reduces approval hurdles)
  • Many programs qualify for the federal $5,250 tax-free employer education benefit
  • Negotiate sponsorship during job offers, easier than requesting after starting
  • Consider part-time programs to maintain employment while studying

Choose Your AI Master's Program Type

Top Research Programs (CMU, MIT, Stanford)

  • You want to pursue PhD or research scientist roles
  • You have strong mathematical background and research interest
  • Cost isn't a primary constraint
  • You prefer small cohort sizes and intensive mentorship

Value Public Programs (Berkeley, Georgia Tech, UT Austin)

  • You want excellent education at lower cost
  • You're comfortable with larger class sizes
  • You value diverse student backgrounds
  • You prefer practical, industry-focused curriculum

Online Programs (Georgia Tech OMSA, ASU)

  • You're working full-time and need flexibility
  • Cost minimization is a priority
  • You're self-motivated and comfortable with remote learning
  • You have existing tech industry connections

Frequently Asked Questions About AI Master's Programs

What prerequisites do I need for an AI master's program?
Most programs require a bachelor's degree in computer science, mathematics, engineering, or related field with strong programming skills (Python preferred) and mathematical background including calculus, linear algebra, and statistics. Some programs accept students from other backgrounds with prerequisite coursework or professional experience. GRE scores are optional at many top programs as of 2024.
How much can I earn with an AI master's degree?
AI master's graduates earn median starting salaries of $135,000, with top program graduates averaging $145,000-$165,000. Machine learning engineers at FAANG companies start at $160,000-$200,000 including stock options. Mid-career salaries reach $200,000-$300,000+ for senior roles. Geographic location significantly impacts compensation, with Silicon Valley and Seattle offering premium salaries.
Should I choose a research or professional master's program?
Choose research master's if you plan to pursue PhD studies, want to work as a research scientist, or prefer deep theoretical understanding with thesis requirements. Choose professional master's for immediate industry employment, practical skill focus, and shorter program duration. Research programs better prepare you for academic or R&D roles, while professional programs optimize for software engineering and applied AI positions.
Are online AI master's programs as good as on-campus?
Top online programs like Georgia Tech's OMSA deliver equivalent curriculum and faculty as on-campus programs at significantly lower cost ($8,000 total vs $60,000+ for on-campus). Online programs work best for self-motivated students with existing industry connections. You may miss networking opportunities and in-person research collaboration, but career outcomes are comparable for industry-focused roles.
What programming languages should I learn for AI?
Python is essential and used in 95% of AI programs for machine learning libraries (TensorFlow, PyTorch, scikit-learn). R is important for statistics and data analysis. SQL for database work. Many programs also teach C++ for performance-critical applications and JavaScript for web deployment. Focus on Python first, then add others based on your specialization area.
How competitive is admission to top AI programs?
Top programs (CMU, Stanford, MIT) accept 8-15% of applicants. Strong applications include 3.5+ GPA, relevant work/research experience, programming portfolio, and compelling statement of purpose. Many successful applicants have published research, completed AI internships, or contributed to open-source projects. Apply to 8-12 programs across different selectivity levels to maximize admission chances.
Can I get into AI without a computer science background?
Many programs accept students from mathematics, engineering, physics, and even non-STEM fields with strong quantitative skills. You may need prerequisite courses in programming, data structures, and mathematics. Some programs offer 'bridge' courses or summer preparation programs. Professional experience in data analysis, software development, or related fields strengthens applications from non-CS backgrounds.
What's the job market outlook for AI graduates?
The AI job market remains exceptionally strong with 28% projected growth through 2032 (BLS 2024). Demand exceeds supply for qualified AI professionals, particularly machine learning engineers and AI researchers. However, entry-level positions increasingly require practical project experience beyond just coursework. Focus on building portfolio projects and gaining internship experience during your program.
Should I pursue AI certifications alongside my master's degree?
AI master's degrees provide more comprehensive and prestigious credentials than certifications alone. However, specific cloud certifications (AWS Machine Learning, Google Cloud AI) can complement your degree and demonstrate practical platform skills to employers. Focus on your coursework first, then add relevant certifications during internships or job searches to show specific technical competencies.
How important is the thesis component for career outcomes?
Thesis requirements benefit students planning research careers or PhD studies, providing deep expertise in a specific area and publications for their portfolio. For industry roles, thesis vs non-thesis programs show similar employment outcomes and starting salaries. Choose based on your career goals: thesis for research depth, applied projects for industry readiness. Both paths can lead to successful AI careers.

How We Rank Artificial Intelligence Degree Programs

Based on 742 programs from IPEDS 2024

University of Pennsylvania's Master's in Artificial Intelligence leads our ranking of 46 master's artificial intelligence programs, scored on graduation rate, selectivity, career outcomes, and cost using IPEDS 2024 and BLS data. 10 of them can be earned fully online.

Ranking Factors

Program Completions35%

Number of graduates per year in this specific field (CIP code). Larger programs indicate established departments with more resources, course offerings, and career services. Measured from IPEDS Completions data.

Graduation Rate25%

Percentage of students completing their degree within 150% of expected time (6 years for bachelor's, 3 years for associate's). Higher rates indicate better student support and program quality. Source: IPEDS Graduation Rates survey.

Selectivity20%

Admission rate (lower = more selective). More selective institutions have stronger academic environments and more competitive graduates. For open-admission institutions, we use graduation rates as a proxy for quality.

Career Outcomes20%

National salary data for artificial intelligence graduates, factored into institutional scores based on job market strength.

Ranking Categories

Best Programs

Overall quality using all four factors weighted as shown above. Ideal for students seeking the strongest academic experience.

Online Programs

Same methodology, filtered to schools with fully online or hybrid options (IPEDS Distance Education data). Some schools may have lower graduation rates due to different student demographics.

Most Affordable

Ranked primarily by net cost (tuition minus average institutional aid), with quality factors as tiebreakers. Best for cost-conscious students.

Data Sources

  • IPEDS 2024Institutional characteristics, completions, graduation rates
  • BLS OEWS 2024National and metro salary data by occupation
  • CIP Code MappingPrograms identified using Classification of Instructional Programs codes

Data Sources and Methodology

Institutional characteristics, tuition data, and completion rates

Occupational employment and wage statistics for AI-related roles

Computer science faculty productivity and research output rankings

Post-graduation employment and earnings data

Taylor Rupe

Taylor Rupe

Co-founder & Editor (B.S. Computer Science, Oregon State • B.A. Psychology, University of Washington)

Taylor combines technical expertise in computer science with a deep understanding of human behavior and learning. His dual background drives Hakia's mission: leveraging technology to build authoritative educational resources that help people make better decisions about their academic and career paths.