Cost & earnings at The College of Wooster What students borrow here, and what they go on to earn
This Bachelor’s in Data Science at The College of Wooster combines foundations in mathematics, statistics and computer science with applied, project-based experience to prepare students for data-focused roles or further study. It suits students who want a liberal-arts education with deep technical training and a substantial, faculty-mentored research or applied capstone experience.
The programme blends core coursework in calculus, linear algebra, probability and statistics with computer science topics such as algorithms, data structures and software engineering. Students learn programming in languages commonly used in data work, gain experience with databases, data visualisation and data management, and study machine learning, statistical modelling and computational methods. Coursework is complemented by applied projects across disciplines, elective modules that allow domain specialisation (for example, economics, biology, environmental science or psychology), and practical training in data ethics, reproducibility and responsible use of algorithms.
A distinctive element of study at The College of Wooster is the emphasis on mentored, independent work: students complete a substantial capstone project or Independent Study in which they design, implement and present an original data-driven investigation, often working with faculty or external partners. Laboratory sessions, collaborative team projects and internships are integrated into the curriculum to develop hands-on skills and professional practice.
Applicants should present a strong secondary-school record with evidence of quantitative preparation: coursework in mathematics (algebra and preferably calculus), and any prior experience in computer programming is beneficial. Admissions typically consider the overall academic record, letters of recommendation, and a personal statement that demonstrates interest in analytical problem solving and interdisciplinary learning. International applicants must provide documentation of equivalent qualifications and, where applicable, English-language proficiency.
Because The College of Wooster values close mentorship and independent research, demonstrated curiosity, the ability to communicate effectively in writing and a readiness to engage in sustained projects are important components of a successful application. Prospective students who lack formal programming experience can often prepare through introductory courses or online modules before starting the major.
Graduates are prepared for a range of careers that require quantitative and computational abilities. Common entry roles include data analyst, business intelligence specialist, research assistant, statistical consultant and roles involving data management or visualisation. With additional experience or graduate study, graduates progress to positions such as data scientist, machine learning engineer, quantitative researcher or roles in data-driven policy, public health analytics, environmental modelling and more.
The liberal-arts context also equips students for careers that value critical thinking and communication—such as product management, consulting or roles in education and non-profit sectors—and provides a strong foundation for graduate programmes in statistics, computer science, data science and related disciplines.
The College of Wooster offers a small, residential liberal-arts environment with close faculty-student relationships and an institutional emphasis on mentored independent research. Students in the Data Science programme benefit from small class sizes, accessible faculty, and the college’s signature Independent Study experience that develops project design, analytical rigor and communication skills. Interdisciplinary opportunities allow students to apply computational methods across sciences, social sciences and humanities, while campus resources—computing facilities, faculty expertise and connections with regional organisations—support internships and applied projects.
For students who want technical training within a broad-based liberal-arts education and the chance to carry out an extended, faculty-guided project, The College of Wooster provides a setting that emphasises both practical skills and intellectual breadth.
Shortlist scholarships and plan your application — free guidance from our advisors.