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How do they match:
Data Scientists
1
Alternate Occupation Title
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.
10
Tasks
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.
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.
Write new functions or applications in
programming
languages to conduct analyses.
1
Detailed Work Activity
Write computer
programming
code.
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Crosswalks
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SOC
DOT
RAPIDS
ESCO
Sites
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U.S. Department of Labor
Related Sites
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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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