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Data Scientists in Virginia

Considering working as a Data Scientists in Virginia? Below are the key facts. 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 a data scientists working in Virginia, wages run about $126,070 per year (or about $60.61/hour).Earnings 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

The job concentration index in Virginia nationwide is 1.01.

National Wage Comparison

Nationally, data scientists earn a median of $106,295 per year ($51.10/hour), higher than 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 largest metro-area employers of 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

These states have the highest employment of 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

Where data scientists earn the most: 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?

Several college majors map to this occupation:

• Computer Science
• Computer Information Systems
• Computer Software Applications

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Related Careers

Careers similar to 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