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Data Scientists

What they do

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.

Recommended education
Recommended education
For this career, most jobs require this level of education. It may be possible to qualify for some jobs without this level of education. Recommendation provided by the U.S. Department of Labor.
Bachelor's Degree
Explore programs for this career
Career cluster
Projected growth
Projected growth

This is the expected change in employment for this career in the selected county or state. For example, if a career is expected to double from 100 jobs to 200 jobs, this would show 100%. Due to how projected growth is reported, similar careers may show the same percentage.

These numbers represent the latest 10-year projection period (2018-2028). Data is provided by the Texas Workforce Commission.

N/AN/A

Expected pay range

Expected pay range

This represents the median earnings for this career in the selected county or state. In the range shown, 25% of workers earned less than the bottom salary and 25% earned more than the top salary. Data is provided by the Texas Workforce Commission.

About data scientists

Tasks they perform

  • 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.

Licenses and Certifications

How to decide which one is right? That depends on an individual’s career path, specialty, and resources.

Certifications

Certifications may be available for this career and can help build knowledge and skills in specific job roles. Explore available certifications

Similar careers

View careers in the same field as data scientists.

Statisticians
Better pay

Median salary for this career is higher than the median salary of all careers in the county selected. Salary data is provided by the Texas Workforce Commission.

Learn more
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Financial Quantitative Analysts
In demand

In demand careers have high-growth, high-demand, and emerging jobs critical to Texas. They are based on economic indicators like in demand industries, labor market trends, and economic conditions, provided by the Texas Workforce Commission.

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Additional career information and resources

Learn more about data scientists with these helpful sites.