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Data Analytics Concentration in Technology
A data analytics concentration focuses on data collection, visualization, and reporting within a technology program. It typically builds on the shared technology curriculum and adds courses that deepen knowledge in working with data to support business and technical decisions. Schools most often offer this track at the bachelor’s or master’s level.
Quick Answers
What is a data analytics concentration in technology?
A data analytics concentration is a focused set of courses within a technology program that emphasizes data collection, analysis, visualization, and reporting.
What do you typically study in this concentration?
Coursework varies by school, but most programs cover data visualization, statistical analysis, database querying, and reporting tools.
Is this concentration available online?
Many schools offer this concentration online, but availability depends on degree level and start-term scheduling.
Back to Technology Concentrations
At a Glance
- Focus area: Data collection, visualization, statistical analysis, reporting
- Degree levels: Available at bachelor’s and master’s level
- Career alignment: Software Developer – $135,980 median (BLS, May 2025)
- Growth outlook: Software developers projected +15.8% growth 2024-2034 (BLS)
- Tools: SQL, Python, Tableau, Power BI commonly used
For an overview of all degree paths, see the Technology Program Guide.
What you typically study
| Course Topic | What You Learn |
|---|---|
| Data Visualization | Creating dashboards, charts, and visual reports |
| Statistical Analysis | Descriptive and inferential statistics for data interpretation |
| Database Querying | SQL and NoSQL database access and manipulation |
| Data Warehousing | Organizing and storing data for analytical access |
| Business Intelligence | Tools and techniques for data-driven decision making |
| Data Ethics & Governance | Privacy, compliance, and responsible data handling |
Questions to ask before choosing this concentration
- How many courses are required versus elective options?
- Are there prerequisite courses for this track?
- Does the concentration include a capstone or applied project?
- Is the concentration available online and in your desired term?
How technology concentrations compare
| Concentration | Focus Area | Related BLS Career | Median Salary (May 2025) |
|---|---|---|---|
| Information Technology | Systems admin, help desk, IT operations | Computer User Support Specialist | $60,340 |
| Cybersecurity | Network defense, threat analysis, compliance | Information Security Analyst | $124,910 |
| Cloud Computing | Cloud platforms, virtualization, deployment | Network/Systems Administrator | $96,800 |
| Data Analytics | Data collection, visualization, reporting | Software Developer | $133,080 |
| Network Administration | Network setup, monitoring, troubleshooting | Computer Network Architect | $130,390 |
| Web Development | Front-end, back-end, web applications | Web Developer | $90,930 |
Source: Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025.
Analytics work overlaps with the cloud computing and information technology concentrations, since data pipelines depend on both infrastructure and systems support.
Next Steps
- Review how analytics skills map to roles in the technology careers guide and salary guide.
- Compare schools and rankings in the online colleges hub.
- Want a deeper, theory-driven path? Explore the computer science program.
Back to Technology Concentrations
Data verified: June 7, 2026. Salary, employment, and tuition figures on this page are sourced from the U.S. Bureau of Labor Statistics (OEWS May 2025; Employment Projections 2024–2034) and the U.S. Department of Education College Scorecard (2023 cohort). The source agency and data year are cited inline with every statistic.