Data Analyst Salary Guide 2026: State-by-State Breakdown
Compare data analyst salary signals by state with honest BLS framing, skills context, and next steps for planning an analytics career.
Published: May 21, 2026 | Category: Salary Guides | By Qualora Career Advisors
Data analyst salary research can be confusing because employers use the title differently across technology, healthcare, finance, operations, and marketing teams. This guide gives you a source-safe way to compare state wage signals while planning an analytics career path.
The key framing: BLS does not track “Data Analyst” as a single occupation. Data analysis skills appear across multiple official BLS categories, so this page uses a transparent composite overview and labels the state table as Data Scientists (SOC 15-2051) — the closest BLS category to many data analyst job duties, not a one-to-one salary claim for every data analyst role.
National overview: what BLS can and cannot say about data analyst pay
BLS does not track “Data Analyst” as a single occupation. Data analysis skills appear across multiple official BLS categories, including Data Scientists (median $112,590), Computer Systems Analysts (around $104,000), and Operations Research Analysts (around $84,000). Entry-level data analyst salaries typically start below these medians, which reflect all experience levels.
For state comparisons, this guide uses Bureau of Labor Statistics Occupational Employment and Wage Statistics (OEWS), May 2024 rows for Data Scientists (SOC 15-2051). That is the closest BLS state table to much modern analytics work, but it should be read as labor-market context rather than a guaranteed data analyst salary.
Data Scientist Salaries by State (SOC 15-2051) — Closest BLS Category to Data Analyst Work
| State | Mean Annual Wage | Mean Hourly Wage | Employment | Employment per 1,000 | Location Quotient |
|---|---|---|---|---|---|
| California | $155,450 | $74.74 | 36,850 | 2.041 | 1.35 |
| Texas | $114,800 | $55.19 | 23,420 | 1.691 | 1.12 |
| Florida | $117,670 | $56.57 | 9,480 | 0.965 | 0.64 |
| New York | $133,450 | $64.16 | 20,070 | 2.103 | 1.39 |
| Pennsylvania | $107,450 | $51.66 | 10,430 | 1.734 | 1.15 |
These are state mean wages for Data Scientists, not state median wages and not a promise of what a new data analyst will earn. Actual offers vary by role title, industry, metro area, experience, education, portfolio strength, and whether the job is closer to reporting, business intelligence, statistics, or machine-learning work.
What the five-state table says
California shows the highest published mean annual wage in this sample at $155,450 for Data Scientists, while New York has the strongest concentration signal with 2.103 employment per 1,000 jobs and a 1.39 location quotient.
Texas has the second-largest employment base in this sample at 23,420 and a mean annual wage of $114,800. Florida reports a higher mean wage than Texas at $117,670, but a lower employment concentration. Pennsylvania is the lowest wage in this five-state table at $107,450, while still showing a solid employment-per-1,000 figure of 1.734.
Use those differences as directional market signals. They help you compare where data-heavy roles are concentrated, but they do not replace local job-posting research for entry-level analyst openings.
Training and certification impact
Training can improve your readiness for analytics work, especially when it helps you build practical evidence of skill. Core foundations usually include Excel or spreadsheets, SQL, statistics, data cleaning, dashboarding, and visualization. More advanced tracks may add Python, machine learning, cloud tools, or domain-specific analytics.
Certificates and courses can help organize learning, but they do not guarantee a salary, interview, or job placement. The stronger signal for employers is often a combination of coursework, portfolio projects, clear communication, and practice explaining business decisions from data.
Career outlook for analytics roles
The BLS Occupational Outlook Handbook projects strong growth for Data Scientists, reflecting demand for people who can collect, organize, model, and explain data. That outlook supports the broader analytics career path, but it should still be interpreted carefully because “data analyst” job titles span several BLS categories.
If you are new to the field, compare job descriptions in your target industry. A reporting analyst role may emphasize Excel, SQL, and dashboards, while a data scientist role may expect programming, statistics, experimentation, and machine-learning experience.
Next steps on Qualora
Start with the full Data Analyst career path to understand skills, training options, and role expectations. Then compare beginner-friendly courses, portfolio projects, and related workforce training paths before you commit to a timeline.
BLS source note
Source: Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2024, state downloadable workbook (
/oes/special-requests/oesm24st.zipstate_M2024_dlNational median and outlook context: Bureau of Labor Statistics Occupational Outlook Handbook, Data Scientists. Related occupation medians are used only as composite context because BLS does not publish one official “Data Analyst” occupation.
Figures on this page represent BLS occupation-level wage data, not a promise about what a new learner will earn after training.
Frequently Asked Questions
How much do data analysts make?
BLS does not track “Data Analyst” as a single occupation. Related BLS categories report medians from about $84,000 to $113,000 depending on specialization and experience level, and entry-level analyst roles often start below those all-experience medians.
What skills do I need for data analysis?
Core skills include Excel or spreadsheets, SQL, statistics, data cleaning, and data visualization. Advanced roles may require Python, machine learning, cloud tools, experimentation, or domain expertise.
How long does it take to become a data analyst?
Foundational coursework timelines vary by starting point, schedule, and specialization. Some learners can build beginner projects quickly, while deeper analytics, programming, and domain skills take longer; no course can guarantee job placement.
Is Data Scientists the same thing as Data Analyst in BLS data?
No. Data Scientists (SOC 15-2051) is the closest BLS category used for this state wage table, but it is not a one-to-one match for every employer’s data analyst job title.
Which states have the strongest wage signals in this guide?
California has the highest published mean annual wage in this five-state Data Scientists table, while New York has the strongest employment concentration signal. These are BLS Data Scientists figures, not guaranteed salaries for data analyst roles.
Related Career Paths
Tags: salary, career, 2026, data-analyst, California, Texas, Florida, New York, Pennsylvania, bls