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How do they match:
Data Scientists
1
O*NET-SOC Title
Data
Scientists
13
Alternate Occupation Titles
Applied
Scientist
Data
Science
and
Analytics Manager
Data
Science
Director
Data
Science
Engineer
Data
Science
Manager
Data
Scientist
Data Analytic
Scientist
Data Analytics
Scientist
Data Management
Scientist
Machine Learning
Scientist
Machine Learning Data
Scientist
Marketing Data
Scientist
Research
Scientist
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.
4
Tasks
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.
Propose solutions in engineering, the
sciences
,
and
other fields using mathematical theories
and
techniques.
Read
scientific
articles, conference papers, or other sources of research to identify emerging analytic trends
and
technologies.
5
Detailed Work Activities
Advise others on analytical
techniques.
Apply mathematical principles or statistical approaches to solve problems in
scientific
or applied fields.
Develop
scientific
or mathematical models.
Prepare graphics or other visual
representations
of information.
Update
technical
knowledge.
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Related Activities
Soft Skills
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O*NET Data
Abilities
Interests
Knowledge
Skills (Basic)
Skills (Cross-Functional)
Work Activities
Work Context
Work Styles
Work Values
Crosswalks
Military
Education
Occupation Handbook
SOC
DOT
RAPIDS
ESCO
Sites
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Mi Próximo Paso
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Resource Center
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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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