Data Scientists in Virginia
Thinking about a career as a Data Scientists in Virginia? Here’s what you need to know. Develop and implement a set of techniques or analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualization software. Apply data mining, data modeling, natural language processing, and machine learning to extract and analyze information from large structured and unstructured datasets. Visualize, interpret, and report data findings. May create dynamic data reports. Excludes “Statisticians” (15-2041), “Cartographers and Photogrammetrists” (17-1021), and “Health Information Technologists and Medical Registrars” (29-9021).
What do Data Scientists Make in Virginia?
For data scientists working in Virginia, the typical annual salary is $126,070 per year (or about $60.61/hour).Pay can range from $78,570 at the 10th percentile to $197,430 at the 90th percentile.
| Wage Statistic | Annual | Hourly |
|---|---|---|
| 10th percentile | $78,570 | $37.78 |
| 25th percentile | $94,630 | $45.49 |
| Median (50th) | $126,070 | $60.61 |
| 75th percentile | $165,370 | $79.51 |
| 90th percentile | $197,430 | $94.92 |
Location quotient — how concentrated this career is in Virginia nationwide is 1.01.
National Wage Comparison
Nationally, data scientists earn a median of $106,295 per year ($51.10/hour), above the Virginia median.
Employment Outlook
Nationally, total employment in this occupation is 469,589 data scientists across the United States. In Virginia alone, about 6,200 people work in this role. That’s more than the typical state, which employs around 2,550 data scientists.
Top Virginia Metros for Data Scientists
The metro areas below employ the most data scientists in Virginia.
| Metro Area | Number Employed | Annual Median Salary |
|---|---|---|
| Richmond, VA | 880 | $117,020 |
| Virginia Beach-Chesapeake-Norfolk, VA-NC | 610 | $106,850 |
| Charlottesville, VA | 100 | $105,660 |
| Roanoke, VA | 70 | $94,960 |
| Lynchburg, VA | 60 | $108,980 |
| Blacksburg-Christiansburg-Radford, VA | 50 | $86,240 |
Top States for Data Scientists Employment
View the states that employ the most data scientists work.
| State | Number Employed |
|---|---|
| California | 36,850 |
| Texas | 23,420 |
| New York | 20,070 |
| Pennsylvania | 10,430 |
| North Carolina | 10,140 |
| Massachusetts | 9,990 |
| Florida | 9,480 |
| Washington | 7,930 |
| Georgia | 7,730 |
| Illinois | 7,390 |
| Colorado | 6,750 |
| Michigan | 6,450 |
| Virginia | 6,200 |
| New Jersey | 5,860 |
| Ohio | 5,510 |
| Utah | 4,830 |
| Missouri | 4,350 |
| Arizona | 4,080 |
| Wisconsin | 3,640 |
| District of Columbia | 3,580 |
Highest-Paying States for Data Scientists
These states pay the most for data scientists.
| State | Annual Median Salary |
|---|---|
| Washington | $158,760 |
| District of Columbia | $137,120 |
| California | $136,800 |
| Massachusetts | $132,250 |
| New Jersey | $130,370 |
| Virginia | $126,070 |
| New York | $125,400 |
| Maryland | $124,340 |
| Hawaii | $123,880 |
| Vermont | $120,670 |
Daily Tasks
Day-to-day, data scientists typically:
- Analyze, manipulate, or process large sets of data using statistical software.
- Apply feature selection algorithms to models predicting outcomes of interest, such as sales, attrition, and healthcare use.
- Apply sampling techniques to determine groups to be surveyed or use complete enumeration methods.
- Clean and manipulate raw data using statistical software.
- Compare models using statistical performance metrics, such as loss functions or proportion of explained variance.
- Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software.
- Deliver oral or written presentations of the results of mathematical modeling and data analysis to management or other end users.
- Design surveys, opinion polls, or other instruments to collect data.
- Identify business problems or management objectives that can be addressed through data analysis.
- Identify relationships and trends or any factors that could affect the results of research.
- Identify solutions to business problems, such as budgeting, staffing, and marketing decisions, using the results of data analysis.
- Propose solutions in engineering, the sciences, and other fields using mathematical theories and techniques.
Tools & Technology
Software and systems commonly involved: Hot technologies: Alteryx software, Amazon Elastic Compute Cloud EC2, Amazon Redshift, Amazon Web Services AWS software, Apache Airflow, Apache Cassandra, Apache Hadoop In-demand technologies: Amazon Web Services AWS software, Apache Hadoop, Apache Spark
What Major Will Prepare You For This Career?
Related college programs include:
- Computer Science
- Computer Information Systems
- Computer Software Applications
- Mathematics
- Applied Mathematics
- Statistics
- Applied Statistics
- Other Statistics
- Management Sciences & Methods
- Data Analytics
- Data Science
- Computational Science
- Mathematics & Computer Science
- Economics and Computer Science
- Linguistics and Computer Science
- Economics
- Biomathematics & Bioinformatics
- Chemistry
Featured schools near , edit
Related Careers
Other careers like data scientists include:
- Management Analysts
- Market Research Analysts and Marketing Specialists
- Financial Quantitative Analysts
- Computer Systems Analysts
- Computer and Information Research Scientists
- Database Architects
Also Known As
Analytics Consultant, Applied Scientist, Data Analyst, Data Analytic Scientist, Data Analytics Manager, Data Analytics Scientist, Data Analytics Specialist, Data Architect, Data Consultant, Data Economist, Data Engineer, Data Management Scientist, Data Mining Analyst, Data Modeler, Data Quality Analyst.
References
- U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics — https://www.bls.gov/oes/
- O*NET Online — https://www.onetonline.org/
- BLS Employment Projections — https://www.bls.gov/emp/
- O*NET-SOC code: 15-2051.00
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