Is a Career as a Data Scientists Right for You?
Data Scientists at a Glance
- O*NET-SOC Code
- 15-2051.00
- Holland Code
- ICA
- Typical Education
- Most of these occupations require a four-year bachelor's degree, but some do not.
What Does a Data Scientists 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.
- 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.
Salary and Job Outlook
Verified salary and job-growth data for this occupation aren't published on this page yet, we only show figures we can cite to a real source (PRD methodology: O*NET/BLS).
Is Your Personality a Fit?
People who thrive as a Data Scientists tend to score high in Investigative, Conventional, Artistic interests. Take the free career test to see how your own results compare.
Take the free career test to see if you matchHow to Become a Data Scientists
Most of these occupations require a four-year bachelor's degree, but some do not.
Related Careers
FAQ
What does a Data Scientists do day-to-day?
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.
What education do I need to become a Data Scientists?
Most of these occupations require a four-year bachelor's degree, but some do not.
Is a Data Scientists a good personality fit for me?
It depends on your interests: Data Scientistss tend to score high in Investigative, Conventional, Artistic. Take the free career test to see your own match.
Occupation data from the O*NET O*NET 30.3 Database (retrieved 2026-07-21), U.S. Department of Labor, used under the CC BY 4.0 license.