Official tasks for Data Scientists

Data Analyst

Official tasks for Data Scientists.

O*NET reference Data Scientists (15-2051.00) · occupation basis proxy

Occupation basis: proxy — O*NET has no exact occupation for this title, so Data Scientists is the closest reviewed reference. Treat its task list as a starting point and add the person's own work.

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.
Test, validate, and reformulate models to ensure accurate prediction of outcomes of interest.
Deliver oral or written presentations of the results of mathematical modeling and data analysis to management or other end users.

Summary

Your 8 selected tasks for Data Analyst have been recorded, but their AI capabilities have not yet been assessed.

The Honest Truth

With incomplete task evidence, this report cannot draw conclusions about role-wide automation, human advantages or a timeline for change. Review the unassessed tasks and their human decisions before using the task map to redesign work.

Task-by-Task AI Impact

Analyze, manipulate, or process large sets of data using statistical software.Not yet assessed

Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software.Not yet assessed

Test, validate, and reformulate models to ensure accurate prediction of outcomes of interest.Not yet assessed

Deliver oral or written presentations of the results of mathematical modeling and data analysis to management or other end users.Not yet assessed

+4 more tasks analyzed

Growth Mindset

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O*NET occupation basis: proxy — Data Scientists (15-2051.00).

Occupation basis: proxy — O*NET has no exact occupation for this title, so Data Scientists is the closest reviewed reference. Treat its task list as a starting point and add the person's own work.

This page includes information from the O*NET 31.0 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 licence. O*NET® is a trademark of USDOL/ETA. People Work Life has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. This page includes information from the O*NET 31.0 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 licence. O*NET® is a trademark of USDOL/ETA. People Work Life has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications.