Compare AI and machine learning degrees in one place
An AI degree teaches you to build systems that learn from data, with core work in programming, math, machine learning, and data analysis. Our catalog tracks 3,934 AI, machine learning, and cybersecurity programs at 865 schools, from bachelor's and master's degrees to certificates, with independent rankings by cost, outcomes, and career fit. Software developers earn a median of $135,980 and data scientists $120,230, according to the U.S. Bureau of Labor Statistics.
Career context (BLS, May 2025)
$135,980 software developer median pay
Data scientists: $120,230 median · +35% jobs 2025–35. Research scientists: $140,300.
The degrees behind the latest AI careers
3,934+
Programs in catalog
865+
Schools tracked
$135,980
Software developer median pay (BLS)
18mo
Median length for online master's programs
Catalog totals from merged program directories. Pay and outlook from U.S. Bureau of Labor Statistics wage survey / OEWS (May 2025) and Employment Projections (2025–35). Verify details on school sites and current BLS tables.
Fastest-growing related occupations (BLS 2025–35)
What programs require
- Programming foundationCommon
- Bachelor's for master's entryTypical
- Linear algebra / statsOften required
- CalculusOften required
- Prior ML courseworkVaries by school
“Students comparing AI degrees need curriculum depth and outcomes—not marketing titles. Our rankings are built to make that tradeoff clearer.”
Guides for choosing and paying for a program
AI degree programs in the U.S.
Bachelor's, master's, and certificate paths—and how to pick the right level.
The highest-value online AI master's
Affordable programs with strong ROI, including OMSCS and MSAI.
AI engineer careers & salaries
Education requirements, skills, and what employers expect in 2026.