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How do they match:
Data Scientists
5
Alternate Occupation Titles
Analytics
Consultant
Data
Analytic
Scientist
Data
Analytics
Scientist
Data
Analytics
Specialist
Data Science and
Analytics
Manager
1
O*NET-SOC Description
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.
7
Tasks
Analyze
, manipulate, or process large sets of data using statistical software.
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.
Identify business problems or management objectives that can be addressed through data
analysis.
Identify solutions to business problems, such as budgeting, staffing, and marketing decisions, using the results of data
analysis.
Read scientific articles, conference papers, or other sources of research to identify emerging
analytic
trends and technologies.
Write new functions or applications in programming languages to conduct
analyses.
8
Detailed Work Activities
Analyze
business or financial data.
Analyze
data to identify or resolve operational problems.
Analyze
data to identify trends or relationships among variables.
Analyze
data to inform operational decisions or activities.
Advise others on
analytical
techniques.
Determine appropriate methods for data
analysis.
Prepare
analytical
reports.
Prepare data for
analysis.
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How do they match: 15-2051.00 - Data Scientists
by
U.S. Department of Labor, Employment and Training Administration
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