SOC 15-2051: Data Scientists

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.

Part of 15-0000 Computer and Mathematical Occupations 15-2000 Mathematical Science Occupations 15-2050 Data Scientists

SOC 15-2051 links to 35 CIP 2020 programs in the NCES and BLS crosswalk.

  • 35CIP 2020 programs

SOC occupation page CIP to SOC

SOC to CIP matches for 15-2051

11.01 Computer and Information Sciences, General

CIP code Program
11.0102 Artificial Intelligence CIP to SOC
11.0103 Information Technology CIP to SOC

11.07 Computer Science

CIP code Program
11.0701 Computer Science CIP to SOC

11.08 Computer Software and Media Applications

CIP code Program
11.0802 Data Modeling/Warehousing and Database Administration CIP to SOC
11.0804 Modeling, Virtual Environments and Simulation CIP to SOC

26.11 Biomathematics, Bioinformatics, and Computational Biology

CIP code Program
26.1103 Bioinformatics CIP to SOC
26.1104 Computational Biology CIP to SOC
26.1199 Biomathematics, Bioinformatics, and Computational Biology, Other CIP to SOC

27.01 Mathematics

CIP code Program
27.0101 Mathematics, General CIP to SOC

27.03 Applied Mathematics

CIP code Program
27.0301 Applied Mathematics, General CIP to SOC
27.0303 Computational Mathematics CIP to SOC
27.0304 Computational and Applied Mathematics CIP to SOC
27.0305 Financial Mathematics CIP to SOC
27.0306 Mathematical Biology CIP to SOC
27.0399 Applied Mathematics, Other CIP to SOC

27.05 Statistics

CIP code Program
27.0501 Statistics, General CIP to SOC
27.0502 Mathematical Statistics and Probability CIP to SOC
27.0503 Mathematics and Statistics CIP to SOC

27.06 Applied Statistics

CIP code Program
27.0601 Applied Statistics, General CIP to SOC

27.99 Mathematics and Statistics, Other

CIP code Program
27.9999 Mathematics and Statistics, Other CIP to SOC

30.08 Mathematics and Computer Science

CIP code Program
30.0801 Mathematics and Computer Science CIP to SOC

30.30 Computational Science

CIP code Program
30.3001 Computational Science CIP to SOC

30.39 Economics and Computer Science

CIP code Program
30.3901 Economics and Computer Science CIP to SOC

30.48 Linguistics and Computer Science

CIP code Program
30.4801 Linguistics and Computer Science CIP to SOC

30.70 Data Science

CIP code Program
30.7001 Data Science, General CIP to SOC
30.7099 Data Science, Other CIP to SOC

30.71 Data Analytics

CIP code Program
30.7101 Data Analytics, General CIP to SOC
30.7102 Business Analytics CIP to SOC
30.7103 Data Visualization CIP to SOC
30.7104 Financial Analytics CIP to SOC
30.7199 Data Analytics, Other CIP to SOC

40.05 Chemistry

CIP code Program
40.0512 Cheminformatics/Chemistry Informatics CIP to SOC

45.06 Economics

CIP code Program
45.0603 Econometrics and Quantitative Economics CIP to SOC

52.13 Management Sciences and Quantitative Methods

CIP code Program
52.1301 Management Science CIP to SOC
52.1302 Business Statistics CIP to SOC

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Questions about this crosswalk

Which programs match SOC 15-2051?

SOC 15-2051 links to 35 CIP 2020 programs in the NCES and BLS crosswalk. The match list on this page links each program.

Does this crosswalk show which degree a worker needs?

No. A SOC to CIP match lists instructional programs related to the occupation. It does not say which credential a worker holds, and it is not an employment count.

Official crosswalk: NCES and BLS, CIP 2020 to SOC 2018. NCES CIP 2020.

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