Artificial Intelligence major

Artificial Intelligence: courses, careers, and where to study

Artificial intelligence is the study of building systems that learn, reason, perceive, and make decisions from data, for students who enjoy math, programming, and modeling.

An artificial intelligence major teaches you to design software that can learn from data, draw inferences, understand language, and interpret images or motion. Students dig into the theory behind machine reasoning, then build it in code: training models to recognize patterns, representing knowledge so a system can act on it, processing human language, and giving machines a sense of their surroundings through computer vision and robotics. The work blends mathematics, statistics, and programming with hands-on experimentation, and you spend much of your time measuring how well a model performs, finding where it fails, and weighing the ethical and human-factors questions that come with automated decisions. It sits close to computer science but is narrower and more applied: where computer science covers computing broadly and data science centers on drawing conclusions from data, an AI program focuses specifically on building systems that learn and reason, and it leans more toward research methods than the day-to-day product focus of software engineering.

AI programs are commonly offered as a bachelor's or master's degree, and many students continue to graduate study because research-oriented and model-building roles often draw on advanced coursework. Coursework is project-heavy: lab assignments where you train and tune models, a capstone or research project, and often a thesis at the graduate level, since AI is not a licensed profession in the way some health or engineering fields are. There is no general license to practice AI, though work that touches regulated areas such as healthcare or finance may carry its own legal and compliance requirements that should be verified, and some related engineering tracks may involve programmatic accreditation worth confirming. Graduates work across software and technology firms, research labs, healthcare and finance organizations, manufacturing and robotics, government, and academia, typically as engineers who put models into production or as scientists who develop new methods.

In federal data for the closely related occupation of computer and information research scientists, the U.S. Bureau of Labor Statistics reports a 2024 median wage of $140,910 and projects employment to grow about 19.7% from 2024 to 2034; a master's degree is the typical entry-level education for that occupation. National figures are occupation-wide medians across all experience levels, not starting wages or graduate outcomes.

Academic classification (CIP)

In the federal Classification of Instructional Programs, Artificial Intelligence maps to CIP 11.0102, Artificial Intelligence, within the COMPUTER AND INFORMATION SCIENCES AND SUPPORT SERVICES family. The official definition:

A program that focuses on the symbolic inference, representation, and simulation by computers and software of human learning and reasoning processes and capabilities, and the computer modeling of human motor control and motion. Includes instruction in computing theory, cybernetics, human factors, natural language processing, and applicable aspects of engineering, technology, and specific end-use applications.

Source: U.S. Department of Education (NCES), Classification of Instructional Programs (CIP) 2020. View on nces.ed.gov

What you'll study

  • Machine learning algorithms and model training
  • Deep learning and neural network architectures
  • Natural language processing and language models
  • Computer vision and image recognition
  • Knowledge representation, search, and automated reasoning
  • Probability, linear algebra, and statistics for modeling
  • Programming and data structures for AI systems
  • Robotics, perception, and motion control
  • Ethics, bias, and responsible deployment of AI

Typical careers

  • AI Engineer
  • Machine Learning Engineer
  • Research Scientist
  • Data Scientist
  • Natural Language Processing Engineer
  • Computer Vision Engineer

Typical salary range: Early-career wages vary by employer, region, and experience (BLS, 2024 computer and information research scientists median $140,910).Ranges are early-career estimates. Any BLS figure shown is the occupation-wide median across all experience levels, not a starting wage, and is informational only.

Related occupations

Occupations the federal CIP–SOC crosswalk associates with Artificial Intelligence. Linked titles open a CampusPin career page with BLS pay and outlook data; others are listed for reference.

Source: U.S. Department of Education (NCES), Crosswalk: CIP 2020 to SOC 2018. A program of study does not guarantee any specific occupation.

Before you commit to a Artificial Intelligence major

CampusPin does not rank programs. Use these prompts to pressure-test whether a specific Artificial Intelligence program fits your goals, they are decision questions, not claims about any school.

Ask the Artificial Intelligence department

  • Which concentrations or specializations are offered, and which faculty lead them?
  • What does the typical course sequence look like, and how much is required vs. elective?
  • What labs, studios, clinical placements, or research opportunities are available to undergraduates?
  • Is there a capstone, thesis, internship, or co-op requirement?

Ask current students & check the curriculum

  • How heavy is the workload, and how accessible is the faculty?
  • What internships or co-ops did you do, and where do recent graduates end up?
  • Does the required curriculum actually match the careers listed above?
  • How easy is it to add a minor, double major, or switch tracks later?
Accreditation & licensure: Artificial intelligence is not a licensed profession; a portfolio of working models and research, and often graduate study, are what employers and labs evaluate. Some computing programs hold ABET accreditation. Verify what a specific program offers for your goals.
Degree level & graduate study: Many Artificial Intelligencecareers are open with a bachelor's degree, but some, such as research, advanced-practice, or licensure-track roles, require a master's or doctorate. Check the typical entry-level education on each linked career page above before assuming a bachelor's is enough.

Find a Artificial Intelligence program

CampusPin lists U.S. universities and community colleges that offer Artificial Intelligence programs. Filter by state, tuition, school size, acceptance rate, and campus setting, no account required.

Related majors

How this guide is sourced

This is an editorial guide from the CampusPin Editorial Team. Career and wage figures are from the U.S. Bureau of Labor Statistics, occupation-wide medians across all experience levels, not starting wages, and link to each career page. Program availability comes from CampusPin's free institution search; CampusPin does not assert that any specific school offers this exact major until that program data is verified. Last reviewed 2026-06-15. How CampusPin sources data · Report a correction.