2025 Best Colleges for Artificial Intelligence

Academic Highlights: Impressively, particularly for a school with more graduate students than undergrads, CMU boasts a 6:1 student-to-faculty ratio and small class sizes, with roughly one-third containing single digits and 68% having an enrollment of nineteen or fewer. In a given school year, 800+ undergraduates conduct research through the University Research Office, and many others participated through various outside arrangements. Between 500-600 students study abroad for a semester each year in such countries as Japan, China, and Germany.

Professional Outcomes: By the end of the calendar year in which they received their diplomas, 74% of recent grads were employed, and 17% were continuing to graduate school. The companies that have routinely scooped up CMU grads include Google, Meta, Microsoft, Apple, Amazon, TikTok, and NVIDIA. With an average starting salary of $124,107, CMU grads outpace the average starting salary for a college grad nationally.

Academic Highlights: Undergraduates pursue one of 58 majors and 59 minors at this world-class research institution. The student-to-faculty ratio is an astonishing 3-to-1, and even with a substantial focus on graduate programs, the class sizes are intimate. Over two-fifths of all class sections have single-digit enrollments, and 66% of courses contain fewer than twenty students. MIT is known for having one of the best formalized undergraduate research programs in the country. The Undergraduate Research Opportunities Program (UROP) operates year-round and helped connect 93%+ of students to a research experience with an MIT faculty member. Studying abroad is strongly encouraged; almost half participate.

Professional Outcomes: The Class of 2023 saw 49% of its members enter the world of employment and 43% continue on their educational paths. The top employers included Amazon, Microsoft, Goldman Sachs, Google, General Motors, the US Navy, Apple, Bain & Company, and McKinsey. The median starting salary for an MIT bachelor’s degree holder was $110,000. The most frequently attended graduate schools are a who’s who of elite institutions including MIT itself, Stanford, Cornell, Harvard, and Johns Hopkins.

Academic Highlights: Eight of UIUC’s fifteen schools cater to undergraduate students. Illinois’ student-to-faculty ratio of 20:1 is high even for a public institution, but the school still manages to keep 39% of sections capped at 19 students. Further, 40% of undergraduates participate in research; over 800 students each year present at the annual Undergraduate Research Symposium. Unique opportunities for experiential learning abound at Research Park, an on-campus technology hub and business incubator that hosts more than 120 major corporations and 800 student interns.

Professional Outcomes: 91% of recent UIUC grads landed at their next destination within six months of graduation, with 35% matriculating directly into an advanced degree program. 56% were employed full-time. Corporations landing the most recent Illinois grads were Amazon, Deloitte, Epic, KPMG, and PwC. The average salary across all majors was an extremely solid $76,000. Two-thirds of graduates remained in the Land of Lincoln; California and New York commandeer the next greatest percentages of migrating alumni.

Academic Highlights: More than 150 undergraduate majors and minors are available across six schools. Undergrads will encounter a mix of large lectures (20% of sections contain more than 50 students) and tiny, single-digit enrollments in seminar-style courses (21% of sections contain nine or fewer students). Plenty of undergraduate research opportunities exist, with many facilitated by the Office of Undergraduate Research & Scholarships; 48% of students participate in research during their time at Berkeley. Over 200 study abroad opportunities are available for those who desire them, and approximately 1,800 undergrads take advantage each year.

Professional Outcomes: Upon graduating, 53% of Cal’s Class of 2023 had already secured employment, and 17% were headed to graduate school. The median starting salary was $94,000 across all majors. Thousands of alumni can be found in the offices of Google, Apple, Meta, Amazon, and Microsoft, and 500+ Golden Bears are currently employed by NVIDIA and LinkedIn. The school is the number one all-time producer of Peace Corps volunteers. For those continuing their education, most chose to stay at UC Berkeley, with Stanford, the University of Southern California, Columbia, and Harvard rounding out the top five grad school destinations.

Academic Highlights: UT Austin offers over 170 majors. Sn encouraging 36% of course sections enroll nineteen or fewer students. Opportunities for undergraduate research vary by school, and many student must compete for slots in programs such as Summer Research Scholars or use the Eureka database to find individual professors offering research assistantships. A robust study abroad program boasts 400 offerings in 100+ foreign countries; 4,600+ students participate each year, the third-largest number in the country.

Professional Outcomes:  Over 1000 alumni work in the offices of Dell, Google, Apple, Amazon, Microsoft, and Deloitte; IBM, Meta, Oracle, and AMD employ over 500 each. Graduates early in their careers earn a median salary of $77,400, with median mid-career pay reaching $141,100. Roughly one-quarter of University of Texas at Austin undergraduates go on to pursue advanced degrees after completing their bachelor’s. Many pursue advanced study at UT Austin itself, which offers more than one hundred graduate programs. Many alumni stay in Texas after graduation, settling in Austin, Houston, and Dallas-Fort Worth.

Academic Highlights: Classes are a bit larger at Cornell than at many other elite institutions. Still, 54% of sections have fewer than 20 students. Introductory courses sometimes take place in larger lecture halls, so 24% of courses have an enrollment of more than forty students. Undergraduates do give their professors generally high marks: 88% report being satisfied with the instruction they have received, 48% report completing a thesis/research project, and 53% conducted research with a faculty member. Members of Big Red can choose from study abroad opportunities in more than forty countries, and roughly one-third participate.

Professional Outcomes: Breaking down the graduates of the College of Arts and Sciences, the largest school at Cornell, 63% entered the workforce, 26% entered graduate school, 2% pursued other endeavors such as travel or volunteer work, and the remaining 4% were still seeking employment six months after receiving their diplomas. Graduates earned a median salary of $85,000. Of the students from A&S going on to graduate school, 13% pursued JDs, 4% MDs, and 25% PhDs. Popular destinations included staying at Cornell, other Ivies, Stanford, MIT, universities in the UC system, or abroad at Oxford, Cambridge, the University of Toronto, or the University of St. Andrews

Academic Highlights: Close to half of classrooms contain fewer than twenty Bruins, but those taking introductory courses will find themselves in a fair number of lecture halls with a hundred or more students. Professors are given impressively high marks for a research university of UCLA’s size. 93% of College of Letters and Science seniors rate their professors as being intellectually challenging. By the time they graduate, 45% of undergraduates have participated in a research experience. Every year, roughly one-quarter of the undergraduate population elects to study abroad, a sharp increase from only a few years ago. UCLA has 115 partner universities in 40+ countries around the globe.

Professional Outcomes: Thousands of alumni can be found working at Google, Amazon, and Apple. Companies that employ over 100 Bruins each include Meta, Microsoft, Netflix, TikTok, NVIDIA, and LinkedIn. Ultimately, one-third of UCLA grads go on to enroll in graduate/professional school, with many choosing to stay at their alma mater. Otherwise, the most attended grad schools are primarily other excellent California-based institutions including Stanford, USC, and Berkeley. For graduates early in their careers, the median salary is $78,600, with mid-career median earnings reaching over $149k. Many alumni remain in the Los Angeles Metropolitan area after graduating; other popular destinations include the San Francisco Bay area and New York City.

Academic Highlights: Across all six divisions at Caltech, there are 28 distinct majors. Possessing an absurdly favorable 3:1 student-to-faculty ratio, plenty of individualized attention is up for grabs. Class sizes are not quite as tiny as the student-to-faculty ratio might suggest, but 66% of courses enroll fewer than twenty students, and 28% enroll fewer than ten. Summer Undergraduate Research Fellowships (SURF) enjoy wide participation with 90% of undergraduates partaking, and 20% of that group going on to publish their results.

Professional Outcomes: Caltech is a rare school that sees six-figure average starting salaries for its graduates; in 2023, the median base salary range was 110k-119k. Forty-four percent of recent grads went directly into the workforce and found homes at tech giants such as Google, NVIDIA, Microsoft, Apple, and Meta. A healthy 43% of those receiving their diplomas in 2023 continued directly on the higher education path, immediately entering graduate school. Seventy-four percent of these students were admitted to their top-choice school.

Academic Highlights: 180+ undergraduate majors are offered across twelve colleges/schools. Twenty-six percent of sections contain 50 or more students compared to 29% of sections that contain fewer than 20. Still, there are opportunities for personal connections with professors as evidenced by the fact that 80% of graduates complete research during their four years at UW. The study abroad rate of participation has climbed steadily since the turn of the millennium; 3,000 students each year spend a semester in a foreign locale.

Professional Outcomes: Within months of graduation, 62% of Class of 2023 grads were employed and 24% were continuing their education. The most popular employers of the Class of 2023 included Amazon, Microsoft, Boeing, Seattle Children’s, and Deloitte. Across all living alumni, 6,000+ work for Microsoft, and 4000+ work for each of Boeing and Amazon. Of those headed to graduate/professional school, most remain at UW itself. Large numbers of 2023 grads also headed to Columbia, UPenn, USC, and Johns Hopkins.

Academic Highlights: There are 140+ undergraduate majors offered at UCSD, and all students join one of eight undergraduate colleges meant to forge flourishing communities within the larger university. While 26% of course sections are held in larger lecture halls and contain 50+ students, 42% of undergraduate courses sport an enrollment under 20. Twenty percent of undergrads assist faculty with at least one research project during their time at the university; Roughly one-third of undergraduate study abroad per year, and over 400 opportunities in 40+ countries are available for those who desire a semester of study outside of the United States.

Professional Outcomes: Employers of recent graduates included Amazon, Boeing, EY, KPMG, Morgan Stanley, Oracle, Qualcomm, and Tesla. More than 1,000 current Google employees are UC San Diego alumni, and Apple, Meta, and Microsoft all employ 500+ each. The median early career salary is $70,000 across all majors, placing the university in the top 10 public universities in the country. UCSD also fares well in measures of its return-on-investment potential.

Academic Highlights: There are 280+ undergraduate degree programs across fourteen schools and colleges. Michigan sports a 15:1 student-to-faculty ratio, and 18% of classes contain 50 or more students, but a solid 53% of classes offer a more intimate experience with fewer than 20 students. The Undergraduate Research Opportunity Program draws in 1,300 participants each year who partner with 800+ research mentors. For students in all academic programs at Michigan, study abroad opportunities are taken advantage of at high rates. In fact, the university is second in the nation in the number of students it sends to study in foreign lands.

Professional Outcomes: Within three months of graduating, 89% of LSA grads are employed full-time or in graduate school. The median salary across all majors is approximately 70k. Top employers include PwC, EY, JPMorgan Chase, Deloitte, Citi, Bank of America, and Capital One.  Within six months, 93% of engineering grads are employed (average salary of $99k) or in grad school. General Motors, Ford, Google, Amazon, Apple, and Microsoft employ the greatest number of alumni.

Academic Highlights: The academic experience at Columbia is driven by the famed Core Curriculum that lays out an extensive to-do list that includes highly specified courses rather than categorical requirements. Class sizes at Columbia are reasonably small and the student-to-faculty ratio is favorable; however, in 2022, it was revealed that the university had been submitting faulty data in this area. It is presently believed that 59% of undergraduate courses enroll 19 or fewer students. More than 570 students per year participate in the Columbia Overseas Program. A little over one-quarter of the students leave Manhattan for a foreign country during their four years of study. Undergraduate research is taken seriously by the university, which offers multiple avenues through which students can work side-by-side with faculty on their projects or pursue funding for their own original research ideas.

Professional Outcomes: The companies hiring the largest number of Lions in 2023 were among the most desirable employers in the world including Amazon, Goldman Sachs, Morgan Stanley, Google, Citi, McKinsey, and Microsoft. Those moving on to graduate/professional school were welcomed in large numbers into other universities of Columbia’s ilk. In addition to remaining at Columbia (the most popular choice), the top ten institutions attended were Stanford, Harvard, NYU, Yale, Carnegie Mellon, UChicago, Oxford, Princeton, and MIT.

Academic Highlights: Undergraduates can select from 100+ majors across twelve colleges and schools. 47% of class sections enroll fewer than twenty students. Undergraduate research opportunities are within reach as 21% of recent graduates completed one. The Office of Undergraduate Research facilitates numerous opportunities throughout the year, and hosts an annual Undergraduate Research Day and Summer Undergraduate Research Conference at which 550+ students make presentations. Fourteen percent of students also pursue a study abroad experience at one of 300+ destinations in 60 countries.

Professional Outcomes: Within six months of graduating, 94% of Class of 2023 grads had positive outcomes. 71% found employment; the companies/organizations that hired the greatest number of grads included Northrop Grumman, Deloitte, Capital One, and Montgomery County Public Schools. Amazon, Google, and Microsoft employ more than 900 alumni each.  The salary range for 2023 grads was between $60k and $86k. 21% of the Class of 2023 headed directly to graduate and professional school.

Academic Highlights: NYU is divided into a number of smaller (but still quite large) colleges organized by discipline; in sum, there are 270 areas of undergraduate study across nine schools and colleges. For its size, a commendable 59% of classes have an enrollment under 20 students. The school puts a great deal of money into undergraduate research, and it has been running an Undergraduate Research Conference for over forty years. Summer research opportunities are plentiful, including through the School of Engineering’s ten-week summer research program for rising juniors and seniors. With more than 4,000 students studying in foreign countries each year, NYU sends more undergrads abroad than any other US university.

Professional Outcomes: Within six months of exiting, 94% of Class of 2023 grads had landed at their next destination, with 71% employed and 26% in graduate school. Large numbers of alumni can be found at Google, Amazon, JP Morgan Chase, Citi, Meta, Microsoft, and Goldman Sachs. The mean starting salary is $76,011. New York is (by more than ten times) the most popular destination over number two choice California. New Jersey, Texas, and Massachusetts were next in attracting the highest numbers of recent alumni.

Academic Highlights: 90 distinct degrees are available across four schools. The university boasts an exceptional 27% of courses with an enrollment under ten and 58% with an enrollment under twenty—quite an achievement for a school of Penn’s massive size. It also offers multiple ways for undergrads to conduct research, whether through independent studies or working side-by-side with faculty members. The university publishes 12 distinct journals featuring original undergraduate research. Penn ranks first among Ivies in study abroad participation rate; each year, over 1,400 students head off to earn a semester’s credit in one of 50 countries.

Professional Outcomes: 76% of Class of 2023 grads were employed within six months of graduating, and 16% were in graduate school. Employers hiring the greatest number of 2023 grads included McKinsey & Company, Penn Medicine, Boston Consulting Group, Bain & Company, Children’s Hospital of Philadelphia, and Goldman Sachs. The median starting salary for all graduates is $100,000. For those continuing their educational journeys, the most popular move is to remain at Penn, followed by Harvard and Columbia.

Academic Highlights: An absurdly low 5:1 student-to-faculty ratio does, as you might expect, translate to tiny class sizes for undergraduates. Just under three-quarters of class sections have an enrollment of 19 or fewer students, and 32% have fewer than ten students. Princeton is known for its commitment to undergraduate teaching, and students consistently rate professors as accessible and helpful. The Office of Undergraduate Research assists Tigers in locating faculty members with whom they can jointly conduct research in the summer or during a regular term. More than four hundred study abroad programs, internships, and experiences are available in over 140 countries; 61% of students ultimately engage in at least one international experience.

Professional Highlights: Over 93% of a typical Tiger class has found their next destination within six months of graduating. Companies presently employing hundreds of Tiger alumni include Google, Goldman Sachs, Microsoft, McKinsey & Company, Morgan Stanley, IBM, and Meta. The average salary reported by 2023 graduates was $89k across all majors. Between 15-20% of graduating Tigers head directly to graduate/professional school. Tigers typically choose equally prestigious graduate schools to attend. Members of one recent class flocked in the largest numbers to Stanford, Penn, Princeton, Harvard, Cambridge, Columbia, and Oxford in that order.

Academic Highlights: There are 50 undergraduate fields of study referred to as concentrations; many are interdisciplinary. Even with a graduate population close to 14,000 to cater to, undergraduate class sizes still tend to be breathtakingly intimate, with 43% of sections having single-digit enrollments and 73% being capped at nineteen. Graduates report an almost 90% satisfaction rate with the experience within their academic concentration. Summer research experiences are taken advantage of by over one-third of the student body. Approximately 55-60% of students study abroad at a number of locations in South America, Africa, Europe, or Asia.

Professional Outcomes: Harvard’s most recent graduating class saw 15% of students head directly into graduate/professional school, with nearly everyone else entering the world of work. Over 1,000 Harvard alumni presently work for Google and over 500 for Microsoft, McKinsey & Company, and Goldman Sachs. More than 250 are employed at Amazon, Meta, and Bain & Company. Post-graduation, Harvard students tend to cluster in three main states—New York, California, and Massachusetts. Those three states collectively reel in 60% of newly minted alumni. Remuneration is excellent with over two-thirds of graduates reporting starting salaries over $70k and 30% taking home $110k+ in base pay. By mid-career, grads have the second-highest median salaries in the Ivy League.

Academic Highlights: Being a large research university, the student-to-faculty ratio is a less-than-ideal 18:1, leading to some larger undergraduate class sections. In fact, 51% of courses had enrollments of more than thirty students in 2023. On the other end of the spectrum, 9% of sections had single-digit enrollments. While not all of your professors will know you by name, there are plenty of ways that motivated students can strike up meaningful faculty-student relationships, with nearly 50% collaborating on research with professors at some point during their undergraduate career. Fifty-two percent of Tech students have gone abroad by the time they graduate, with a growing number electing to complete internships in a foreign land rather than academic coursework. In a given year, 130+ undergraduate students participate in a global internship.

Professional Outcomes: More than three-quarters of recent grads had already procured employment by the time they were handed their diplomas. You will find graduates at every major technology company in the world. Recent employers include Microsoft, Amazon, Google, Capital One, and Apple. The median salary of the Class of 2023 was $84,000, with recent grads settling mostly in the Atlanta metro area. The next three most popular destinations are San Francisco, New York City, and Washington, DC.

Academic Highlights: There are 230+ undergraduate majors offered across eight schools and colleges, Undergrads can expect a mix of large and small classes, with 43% of sections enrolling fewer than 20 students. Undergraduate research opportunities exist, but the onus is on the student to show initiative and procure the placement. Still, 44% of recent grads engaged in research, and the school hosts an annual Undergraduate Symposium where 600 students presented in 2024. Participation is much higher when it comes to study abroad programs; 25% of students take advantage each year and there are 325 programs in 80 countries to choose from.

Professional Outcomes: In 2023, 72% of job-seeking grads graduated with an offer.  Top employers included UW-Madison, Epic, UW Health, the State of Wisconsin, Kohl’s, and Deloitte. Across all graduating years, companies employing 250+ alumni include Google, Amazon, Microsoft, Target, Apple, Meta, and Salesforce. Class of 2023 grads enrolled in graduate/professional programs at a rate of 28%; volunteering is also a popular path post-graduation for UW-Madison alumni as the university is the #1 producer of Peace Corps volunteers.

Academic Highlights: Northeastern offers 130 majors and 199 combined majors within nine colleges and programs. Nearly two-thirds of Husky classrooms contain nineteen or fewer students, and 13% have single-digit enrollments. Large lecture hall courses crammed with undergrads are rare at this school—only 7% of sections sport a student enrollment of fifty or more. Since 2006, Northeastern has added an incredible 650+ tenured and tenure-track faculty members. Undergraduate research opportunities exist in all departments, and experiential learning of some type is had by virtually all graduates, thanks to the school’s illustrious and robust co-op program. In a given year, 3,700+ students have a global experience in one of 65+ countries, and 250+ students participate in a co-op program overseas.

Professional Outcomes: Nine months after leaving Northeastern, 97% of students have landed at their next employment or graduate school destination. Huskies entering the job market are quickly rounded up by the likes of Amazon, Fidelity Investments, Google, Microsoft, and Apple, all of whom employ 500+ Northeastern alums. Between 200 and 500 employees at Meta, CVS Health, Goldman Sachs, and Tesla have an NU lineage. Starting salaries are above average (70% make more than $70k), in part due to the stellar co-op program.

Academic Highlights: Boasting an enviable 6:1 student-to-faculty ratio and with close to 80% of course sections possessing an enrollment under 20, face time with professors is a reality. That presents a phenomenal opportunity to learn directly from a group that includes four Nobel Laureates, four Medal of Science winners, and two recipients of the Presidential Medal of Freedom. Fitting for America’s first research university, 70% of JHU undergraduates complete a research experience while working closely with a faculty member. Each year, hundreds of students receive significant funding for independent projects through the Hopkins Office for Undergraduate Research.

Professional Outcomes: Ninety-four percent of recent graduates successfully land at their next destination within six months of exiting the university; 69% of graduates entered the world of employment and a robust 20% went directly to graduate/professional school. The median starting salary across all majors was $80,000 with top employers including Amazon, DCPS, Deloitte, Lockheed Martin, Northrop Grumman, and Raytheon. Blue Jays pursue further education at Brown, Columbia, Cornell, NYU, Northwestern, Stanford, and JHU.

Academic Highlights: Over 100 majors are offered across eight undergraduate colleges. You will encounter a number of smaller sections during your time at UMass as 47% of courses enroll fewer than 20 students; a stunning 96% of graduates report being satisfied with their academic experience. Further, a substantial and encouraging 30% report engaging in some type of undergraduate research. For a large university, UMass also enjoys fairly wide participation in its study abroad program. Every year, 1,200 students spend a semester in one of 56 countries.

Professional Outcomes: Six months after graduating, 62% of newly minted 2023 grads were employed full-time and 24% were attending graduate school part-time. Companies presently employing 100+ Minutemen and Minutewomen include Fidelity, Amazon, Google, Microsoft, Oracle, Meta, and Salesforce. Boston is the most popular landing spot for graduates. Boston is the most popular landing spot for graduates; it’s followed by Springfield, Massachusetts, and New York City.

Academic Highlights: Rutgers is divided into 19 schools and colleges, collectively offering 120+ undergraduate majors. Forty percent of class sections have an enrollment of nineteen or fewer students compared to only 19% of sections that contain more than 50 undergrads. The Aresty Research Center facilitates several programs that match 300+ undergraduates per year with faculty members conducting research in an area of interest. An annual Undergraduate Research Symposium—one of the largest in the country—has showcased thousands of student projects in its 20 years of existence.

Professional Outcomes: Upon graduation, 89% of Class of 2023 grads had secured a first job or were heading to an advanced degree program. 71% headed directly to the world of employment, where the companies hiring the largest number of grads included RWJBarnabas Health, Amazon, and Lockheed Martin. Investment banks like JP Morgan Chase employ hundreds of alumni, as do companies like Bristol-Meyers Squibb, Merck, Johnson & Johnson, and CVS Pharmacy. The median starting salary across all majors was $70,000.

Academic Highlights: Purdue offers over 200 majors at ten discipline-specific colleges, and 37% of course sections have an enrollment of 19 or fewer. Undergraduates conduct more than 2,000 research projects per year; they can connect with professors during the academic year or apply to participate in a Summer Research Fellowship. Discipline-specific research programs, a research pitch competition, research conferences & symposiums, and publishing opportunities abound. 1,300 students per year elect to study abroad at one of 400 programs in 50 countries.

Professional Outcomes: Shortly after receiving their diplomas, 65% of 2023 grads headed to the world of employment while 25% headed to graduate/professional school. Companies employing the greatest number of recent alumni were Eli Lilly & Company, Amazon, Deloitte, JP Morgan Chase, PepsiCo, and Cummins, Inc. The average starting salary was $71k across all degree programs. The majority of alumni remain in Indiana with Illinois, California, Texas, New York, and Wisconsin rounding out the five next most common destinations.