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Data Science in Kentucky

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Kentucky's Data Science pathway prepares students for careers analyzing complex datasets, building predictive models, and extracting insights that drive organizational decision-making. The curriculum combines statistics, programming, and data visualization with domain applications in healthcare, finance, manufacturing, and business analytics. Students work with real datasets, learning to clean data, conduct exploratory analysis, build machine learning models, and communicate findings to non-technical stakeholders.

This pathway addresses Kentucky's growing demand for data professionals across manufacturing, logistics, healthcare, and emerging technology sectors. The program emphasizes both technical rigor and business acumen, teaching students how data science translates to organizational value.

Graduates transition into roles as data analysts, business intelligence specialists, and junior data scientists, with strong pathways to advanced data science positions, machine learning engineering roles, and strategic analytics positions in Kentucky's leading industries.

Data Science at a Glance

5

Courses

8

Credentials

4

Career Paths

State Standards & Framework

Kentucky's Data Science pathway standards require competency in statistical analysis, programming (Python/R), data visualization, and machine learning fundamentals. Students must understand data ethics, privacy regulations, and how to responsibly use data in organizational contexts.

The pathway includes Kentucky's commitment to industry-relevant work-based learning where students apply data analysis techniques to real business problems, working with companies across Kentucky's diverse economic sectors including manufacturing, agriculture, healthcare, and financial services.

View Kentucky CTE Framework →

Typical Course Sequence

Course
Data Fundamentals and Statistics
Programming for Data Analysis (Python)
Data Visualization and Business Intelligence
Machine Learning and Predictive Analytics
Data Science Capstone Project

View Kentucky course standards →

Industry Certifications & Credentials

Career Opportunities

Salary data from U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (May 2024). Growth projections from BLS Employment Projections (2023-2033). Cost-of-living adjustment uses BEA Regional Price Parities (2023). Entry-level salaries reflect the 25th percentile; experienced salaries reflect the median.

Data Analyst

Entry Level
$74,110in Kentucky
National: $82,630-10%

Salary range: $74,110 - $123,150

Adjusted for cost of living: $81,917

+25.8% growth2,000 openings/yr
Search jobs on Indeed →

Business Intelligence Analyst

Entry Level
$74,110in Kentucky
National: $82,630-10%

Salary range: $74,110 - $123,150

Adjusted for cost of living: $81,917

+25.8% growth2,000 openings/yr
Search jobs on Indeed →

Data Scientist

Experienced
$93,490in Kentucky
National: $112,590-17%

Salary range: $74,110 - $123,150

Adjusted for cost of living: $103,338

+25.8% growth2,000 openings/yr
Search jobs on Indeed →

Analytics Manager

Experienced
$77,150in Kentucky
National: $102,950-25%

Salary range: $49,540 - $120,590

Adjusted for cost of living: $85,277

+0.4% growth4,100 openings/yr
Search jobs on Indeed →

Work-Based Learning Opportunities

Students conduct data analysis internships with Kentucky manufacturing companies, healthcare organizations, financial services firms, and state government agencies.

Career & Technical Student Organization

Students in this pathway can participate in Data Science Clubs / Statistics and Analytics Groups, gaining leadership experience and competing in career-related events.

How Sage Helps Kentucky CTE Programs

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Ongoing Updates

Curriculum stays current as Kentucky standards and industry needs evolve

Related Pathways in Kentucky

Cyber Engineering

Kentucky's Cyber Engineering pathway prepares students for careers in cybersecurity, network protection, and digital defense systems. This pathway combines foundational computer science concepts with specialized training in threat detection, system hardening, and compliance frameworks. Students work with industry-standard security tools and participate in hands-on labs that simulate real-world cyber threats and vulnerabilities. The program emphasizes both offensive and defensive security strategies, preparing students for entry-level positions in cybersecurity operations centers (SOCs) and IT security roles. Kentucky schools offering this pathway benefit from partnerships with state agencies and private sector technology employers seeking skilled cybersecurity professionals. Graduates are well-positioned for immediate employment in growing sectors like financial services, healthcare IT, and government cybersecurity roles, with clear pathways to advanced certifications like CompTIA Security+ and CEH.

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Digital Design and Game Development

Kentucky's Digital Design and Game Development pathway equips students with creative and technical skills needed for careers in interactive media, game development, and digital design. The curriculum combines artistic principles with programming fundamentals, using industry-standard tools like Unity, Unreal Engine, and Adobe Creative Suite. Students develop portfolios of games, animations, and interactive experiences that showcase their capabilities to potential employers. This pathway appeals to Kentucky's growing creative technology sector, with opportunities in both established studios and emerging indie development teams. Students learn project management, team collaboration, and the full development lifecycle from concept art through deployment. Graduates transition into roles as game developers, UI/UX designers, motion graphics specialists, and creative technologists, with strong pathways to continued education at specialized universities and accelerated employment in the gaming and entertainment industries.

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Informatics

Kentucky's Informatics pathway prepares students for careers in health information technology, business information systems, and data-driven decision making. This program combines computer science fundamentals with domain expertise in healthcare, finance, and other information-intensive industries. Students learn database management, information security, systems analysis, and how technology solutions solve real-world organizational challenges. The pathway is particularly strong in Kentucky due to the state's growing healthcare technology sector and increasing demand for professionals who can bridge IT and business domains. Students work with actual health information systems, business analytics platforms, and enterprise software in classroom environments. Graduates excel in roles that require both technical competence and domain knowledge, including health informatics positions in hospitals, clinical operations analyst roles, and IT business analyst positions across Kentucky's leading industries.

Computer Science

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