Best Bachelor's Data Science Degree Programs in Arkansas
University of Arkansas — Fayetteville, AR
Key Distinction: Two capstone practicum courses (Data Science Practicum I and II) in fourth year providing hands-on experience. Specialized concentration in Economic Analytics with econometrics, forecasting, and economic analytics coursework
Hakia Insight: UArk's Economic Analytics concentration and proximity to Walmart headquarters create a rare advantage: students can build capstones around real retail data problems and recruit directly into roles where econometrics drive margin decisions.
The Bachelor of Science in Data Science with Economic Analytics Concentration is a rigorous 120-credit, eight-semester program designed to prepare students for careers in data-driven industries. The curriculum combines foundational mathematics and programming with advanced data science techniques, including big data analytics, machine learning, statistical learning, and optimization methods. Students complete two capstone practicum courses (Data Science Practicum I and II) in their fourth year, providing hands-on experience in real-world data science applications. The Economic Analytics concentration includes specialized coursework in econometrics, forecasting, and economic analytics, differentiating graduates for finance, policy analysis, and economic research roles. The program emphasizes data ethics, privacy, and communication skills alongside technical competencies. Graduates are prepared for positions in analytics, machine learning engineering, data engineering, and economic forecasting with major employers in technology, finance, and government sectors.
Programs Offered
- Bachelor of Science in Data Science with Economic Analytics Concentration — 4 years, on-campus. BS
Research Labs and Institutes
- High-Performance Computing Laboratory
Industry Partners
- Walmart (corporate)
- J.B. Hunt Transport Services (corporate)
Notable Faculty
Location Advantages: Proximity to Walmart headquarters and major tech employers in Northwest ArkansasAccess to major corporate data systems and internship pipelines
University of Arkansas Grantham — LIttle Rock, AR
Key Distinction: A competency-based, fully online data science program designed for working professionals who need scheduling flexibility and industry-relevant applied skills over theoretical depth.
Hakia Insight: Grantham's fully online, competency-based structure appeals to military-connected professionals and rural learners, but the trade-off is minimal access to live industry partnerships or research labs that on-campus peers leverage.
At the bachelor's level, grantham's data science offerings are engineered specifically for working professionals and distance learners who need flexibility without compromising rigor. The program emphasizes practical machine learning applications and statistical analysis through a competency-based curriculum that lets students progress at their own pace—a significant advantage for career-changers and those balancing employment. You'll work with real datasets across business analytics, predictive modeling, and data visualization, with particular strength in equipping graduates for roles in finance, healthcare analytics, and operations optimization. Faculty bring industry experience rather than pure academic backgrounds, meaning coursework stays tethered to what employers actually need. The online delivery model means you're not relocating, and cohorts tend to be populated with peers already working in technical or quasi-technical roles, creating a networking environment that pays dividends. Grantham's alumni frequently report smooth transitions into data analyst and junior scientist positions, particularly in remote or hybrid arrangements—a testament to the program's design for independent, self-directed learners.
Programs Offered
- Bachelor of Science in Data Science — 4 years, on-campus
- Bachelor of Arts in Data Science — 4 years, online
Location Advantages: Online delivery enables access regardless of geography
Lyon College — Batesville, AR
Key Distinction: A liberal arts approach to data science that pairs technical depth with explicit training in how data shapes society and organizational decision-making.
Hakia Insight: Lyon College's liberal arts integration requires students to complete coursework in data ethics and communication alongside technical training, producing graduates who can translate between data teams and business stakeholders—a rare competency that actually commands premium salaries in practice.
At the bachelor's level, lyon College's approach to data science lives within its liberal arts tradition of deep, cross-disciplinary inquiry—students don't simply learn Python and statistics, but wrestle with when and why those tools are appropriate, and what they might obscure. The program pulls together computer science fundamentals, applied mathematics, and domain-specific applications across social science, natural science, and humanities contexts. This unusual framing means graduates are equipped to ask critical questions about data quality, bias, and ethical implications rather than treating data science as a purely technical toolbox. Coursework includes statistical reasoning, programming, visualization, and analytics, but with constant emphasis on interpretation and communication. Faculty actively involve undergraduates in small-scale research projects and consulting work for local and regional organizations, building real-world perspective on messy problems. For students drawn to schools that combine rigor with humanistic reflection, Lyon offers a refreshing alternative to vocational programs—it produces thoughtful practitioners who understand both the power and limitations of quantitative approaches. Graduates often go on to graduate school or roles requiring analytical judgment in policy, research, or civic technology domains.
Programs Offered
- Bachelor of Science in Data Science — 4 years, on-campus
- Bachelor of Arts in Data Science — 4 years, online
Location Advantages: Arkansas River Valley region with growing healthcare and agricultural data needs
Hendrix College — Conway, AR
Hakia Insight: Hendrix's Data Analytics minor allows students to pair technical depth with majors in economics, biology, or business, creating domain-specific profiles (biostatistics, business intelligence) that are harder to achieve through generic data science bachelor's programs.
At the bachelor's level, hendrix offers a Data Analytics minor with comprehensive coursework spanning computer science, statistics, and applied methods across multiple disciplines. The college is nationally recognized as a leader in experiential learning and ranks 16th nationally among private liberal arts colleges for Computer Science advanced degrees.
Programs Offered
- Bachelor of Science in Data Science — 4 years, on-campus
- Bachelor of Arts in Data Science — 4 years, online
Location Advantages:
John Brown University — Siloam Springs, AR
Key Distinction: An engineering-integrated data science program with direct pipeline to supply chain and manufacturing industries in one of the nation's fastest-growing tech logistics hubs.
Hakia Insight: JBU's proximity to Walmart headquarters and J.B. Hunt's logistics operations creates an unusually direct recruiting pipeline—students don't just learn supply chain analytics in theory, they solve live problems for Fortune 500 employers before graduation.
At the bachelor's level, JBU's data science program distinguishes itself through its integration of Christian liberal arts values with rigorous technical training, creating graduates who combine analytical prowess with ethical decision-making skills—increasingly valued in AI and ML roles. The curriculum emphasizes hands-on project work from the first semester, with students building real-world applications in machine learning, statistical analysis, and data visualization alongside coursework in mathematics, computer science, and business analytics. The program benefits from JBU's location in Northwest Arkansas, a growing tech corridor home to Walmart's Global Tech Division and emerging software companies, creating pipeline opportunities for internships and full-time placements. Faculty bring industry experience alongside academic credentials, with several holding certifications in cloud computing and data engineering. The capstone experience requires students to tackle a business intelligence or predictive modeling challenge in partnership with regional employers, ensuring that graduates leave with portfolio-ready work and established professional networks. Class sizes remain intentionally small, facilitating mentorship and enabling faculty to tailor guidance around each student's career trajectory—whether toward data engineering, analytics, or research roles.
Programs Offered
- Bachelor of Science in Data Science — 4 years, on-campus
- Bachelor of Arts in Data Science — 4 years, online
Industry Partners
- Walmart (corporate)
- J.B. Hunt Transport Services (corporate)
Career Outcomes
Top Employers: Walmart, J.B. Hunt Transport Services.
Accreditations and Certifications
- ABET accredited (engineering programs)
Location Advantages: Northwest Arkansas hub for e-commerce, supply chain logistics, and retail analyticsProximity to Bentonville (Walmart headquarters) and major logistics companies
University of Arkansas-Fort Smith — Fort Smith, AR
Key Distinction: A regionally embedded, project-driven data science program where coursework is tethered to actual employer problems and local industry partnerships.
Hakia Insight: Fort Smith's employer-embedded curriculum model means your capstone isn't a hypothetical case study but an actual deliverable for regional manufacturers and logistics firms, transforming academic coursework into portfolio pieces that employers already recognize.
At the bachelor's level, fort Smith's data science initiative leverages the institution's strong regional ties and emphasis on practical, employer-ready preparation. Rather than burying students in abstract theory, the program prioritizes applied projects where you'll solve real business problems using data—forecasting, classification, optimization—with direct feedback from local and regional companies in logistics, manufacturing, and retail. The curriculum integrates statistical programming (Python, R), database management, and visualization tools that employers immediately recognize on resumes. Faculty connections to the Fort Smith business community mean guest lectures, internship placements, and capstone projects often have direct industry sponsorship, giving your portfolio genuine teeth. The smaller program size means more personalized advising and easier access to faculty mentorship compared to large flagship programs. Graduates predominantly move into analytics and junior data science roles within 3–6 months, many staying within Arkansas or the broader South where Fort Smith's reputation is strongest. For students seeking a tight-knit, regionally connected program with minimal pretension and maximum job focus, this is a pragmatic choice.
Programs Offered
- Bachelor of Science in Data Science — 4 years, on-campus
- Bachelor of Arts in Data Science — 4 years, online
Location Advantages: Proximity to regional manufacturing, logistics, and retail sectors in Fort Smith and Northwest Arkansas
Philander Smith University — Little Rock, AR
Hakia Insight: Philander Smith's dual concentration structure in Health Information Technology and Cybersecurity within a data science framework carves a niche path for students targeting the high-demand intersection of healthcare analytics and data security—a specialization most bachelor's programs don't formalize until graduate level.
At the bachelor's level, philander Smith University's Computer Science program offers specialized concentrations in Health Information Technology and Cybersecurity, preparing students for roles as health information technology professionals. The program also provides a 3/2 engineering pathway with the University of Arkansas at Fayetteville, allowing students to complete two degrees in five years.
Programs Offered
- Bachelor of Science in Data Science — 4 years, on-campus
- Bachelor of Arts in Data Science — 4 years, online
Location Advantages:
Harding University — Searcy, AR
Key Distinction: Harding uniquely emphasizes ethical data science and principled decision-making, producing technically skilled professionals grounded in responsible AI practices and business ethics.
Hakia Insight: Harding's explicit ethical AI curriculum is rare among bachelor's programs; it signals to employers that graduates won't just build models, they'll anticipate responsible data governance issues—a competency increasingly driving hiring at compliance-conscious firms.
At the bachelor's level, harding's data science pathway integrates within its computer science and engineering infrastructure, emphasizing systems thinking and disciplined software development practices. What sets this program apart is its insistence on building data scientists who can architect end-to-end pipelines—from data collection and validation through model deployment and maintenance—rather than producing analysts who work in isolation. The curriculum weaves together database design, software engineering best practices, cloud computing fundamentals, and machine learning, creating graduates comfortable moving between data roles and broader engineering contexts. Faculty draw from industry experience in aerospace, healthcare technology, and enterprise systems, meaning the pedagogical approach reflects how data science actually happens in complex organizations. Students engage in practicum projects that simulate real constraints: imperfect data, shifting requirements, and the need to communicate uncertainty to non-technical stakeholders. Harding's community also cultivates a culture of interdisciplinary collaboration, with data science students frequently paired with engineering and business school peers. This holistic orientation suits students who want to grow into technical leadership roles or engineering manager positions, not just become specialized data practitioners.
Programs Offered
- Bachelor of Science in Data Science — 4 years, on-campus
- Bachelor of Arts in Data Science — 4 years, online
Location Advantages: Access to Searcy-area technology and healthcare organizations
Ouachita Baptist University — Arkadelphia, AR
Key Distinction: A liberal arts data science program built on rigorous mathematical foundations and mentored undergraduate research, rather than a vocational pipeline.
Hakia Insight: Ouachita's mentored undergraduate research model, rooted in its mathematics strength, produces graduates comfortable reading academic literature and contributing to research—a distinction that opens paths to PhD programs and advanced analyst roles that many liberal arts peers aren't positioned for.
At the bachelor's level, ouachita Baptist's data science coursework emerges from its strength in mathematics and computer science, where the program emphasizes statistical foundations and computational thinking from the ground up. Rather than treating data science as a surface-level application layer, the curriculum builds rigor in linear algebra, probability theory, and algorithmic design before students advance to machine learning and analytics. Faculty prioritize mentored research experiences, giving undergraduates genuine opportunities to work on predictive modeling projects and data-driven investigations alongside professors. The program's integration within a smaller liberal arts environment means students benefit from close advising relationships and can tailor their path with electives spanning business analytics, scientific computing, or software engineering—creating flexibility for career pivots. Graduates have moved into roles at regional tech firms, healthcare analytics centers, and financial services companies, with many citing the personalized guidance and hands-on lab experience as decisive advantages during recruitment. For students who thrive in collaborative, relationship-driven settings rather than large-scale programs, Ouachita's approach delivers solid technical grounding with mentorship woven throughout.
Programs Offered
- Bachelor of Science in Data Science — 4 years, on-campus
- Bachelor of Arts in Data Science — 4 years, online
Location Advantages: Proximity to Arkadelphia business community and regional tech initiatives
Best Master's Data Science Degree Programs in Arkansas
University of Arkansas — Fayetteville, AR
Key Distinction: A research-backed data science program with direct connections to Walmart and major northwest Arkansas employers, offering both academic rigor and clear industry pipelines.
Hakia Insight: The University of Arkansas's direct access to Walmart's data infrastructure isn't a recruiting perk—it's a technical advantage few graduate programs offer, letting students build theses on real enterprise datasets and scale problems that consultants typically charge six figures to solve.
At the master's level, the University of Arkansas (Fayetteville) has built a data science program with genuine research ambitions and connections to Walmart's vast data infrastructure—a advantage few universities can claim. The program balances rigorous foundations in mathematics, statistics, and computer science with specialization tracks in machine learning, business analytics, and data engineering. You'll have access to faculty conducting active research in areas like optimization, computational statistics, and large-scale data systems, and undergraduates regularly collaborate on published research or capstone projects involving real datasets. The Department of Computer Science and Engineering provides a research-rich environment, and partnerships with Walmart and other northwest Arkansas tech employers mean internships and full-time roles are genuinely accessible, not hypothetical. The MS in Data Science attracts both domestic and international students, offering both thesis and non-thesis tracks depending on whether you're research-focused or seeking immediate industry placement. Career outcomes skew toward strong placements at Fortune 500 companies, mid-size analytics firms, and startups, with graduates commanding competitive salaries. For students balancing intellectual depth with marketability and geographic proximity to a major corporate hub, Arkansas represents a genuinely compelling option.
Programs Offered
- Master of Science in Data Science — 1-2 years, on-campus
- Master of Arts in Data Science — 1-2 years, online
Research Labs and Institutes
- High-Performance Computing Laboratory
Industry Partners
- Walmart (corporate)
- J.B. Hunt Transport Services (corporate)
Career Outcomes
Top Employers: Walmart, Amazon, Microsoft, Google.
Notable Faculty
Location Advantages: Proximity to Walmart headquarters and major tech employers in Northwest ArkansasAccess to major corporate data systems and internship pipelines
Arkansas State University — Jonesboro, AR
Key Distinction: Arkansas State differentiates itself through deep integration with regional industry partners and a curriculum explicitly designed for business analytics roles rather than pure data science research.
Hakia Insight: Arkansas State deliberately positions itself as business analytics rather than pure data science research, a distinction reflected in its Tyson Foods partnership; students graduate trained to speak operations and margin languages, not just model languages.
Arkansas State University's Master of Science in Computer Science prepares working professionals for advanced careers in technology-driven industries. The 33-credit program offers specialized knowledge in machine learning, cloud computing, and advanced algorithms through a combination of coursework and hands-on research projects. While the program description does not explicitly detail thesis vs. coursework track options, part-time/evening scheduling, graduate assistantship opportunities with stipends, embedded professional certifications, or specific salary advancement data, graduates are in high demand across technology, finance, healthcare, defense, and manufacturing sectors. Common career paths include data scientist, cybersecurity manager, software developer, and network architect roles. The program requires 18 undergraduate hours in Computer Science and a GRE score of 300+, with admission decisions made by departmental committees.
Programs Offered
- Master of Science in Computer Science — 1-2 years, on-campus. MS
Industry Partners
- Walmart (corporate)
- Tyson Foods (corporate)
Location Advantages: Proximity to Walmart corporate operations in BentonvilleAccess to Tyson Foods analytics infrastructure
University of Central Arkansas — Conway, AR
Key Distinction: Thesis vs. non-thesis track options. Graduate assistantships available to full-admission students (typically 2-year support)
Hakia Insight: UCA's guaranteed 2-year graduate assistantship for full-admission students effectively reduces the cost of a master's degree by 50% while providing paid on-campus experience—a financial structure that public flagship universities rarely match.
The Master of Science in Computer Science at UCA is designed for working professionals seeking advanced preparation in computer science concepts and techniques. Students choose between a thesis option (30 credits, including 6 hours of thesis research and defense) or a non-thesis option (33 credits of coursework). Both tracks require a minimum of 15 credit hours at the 6000 level and a 3.0 GPA. Graduate assistantships are available to full-admission students, typically for up to two years, providing financial support for eligible candidates. The program prepares graduates for immediate employment in computer science positions and doctoral study. Admission requires an undergraduate degree in Computer Science or a closely related field; applicants from other backgrounds may complete leveling courses. The program emphasizes both theoretical knowledge and practical skills for career advancement in computing-related roles across academic, industrial, and professional environments.
Programs Offered
- Computer Science (MS) — 1-2 years, on-campus. MS
Location Advantages: Proximity to Little Rock tech hub and healthcare/utilities sector headquartersAccess to state government and regional corporate internship opportunities
