Data scientists

SOC Code: 15-2051
Also known as:
Analytics Consultant, Applied Scientist, Data Analyst, Data Analytic Scientist, Data Analytics Manager
Median Annual Salary
$112,590
+33.5% growth (2024-2034)
23K
Openings/Year
246K
Current Jobs

What 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.

💰 Salary

$112,590
Median annual wage (2024)

📈 Job Growth

+33.5%
Much faster than average

🎓 Education

Bachelor's degree
Typical entry-level requirement

🚀 Annual Openings

23K
Projected average per year

Employment Projections (2024-2034)

Current Employment (2024)

245,900

Projected Employment (2034)

328,300

Related Careers

Natural sciences managers

$161,180 • +3.7% growth

Computer systems analysts

$103,790 • +8.7% growth

Statisticians

$103,300 • +8.5% growth

Data scientists

$112,590 • +33.5% growth

Statistical assistants

$51,440 • -2.5% growth

Top Skills Required

Reading Comprehension
Critical Thinking
Active Listening
Speaking
Critical Thinking

Daily Tasks & Responsibilities

  • Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
  • Maintain or update business intelligence tools, databases, dashboards, systems, or methods.
  • Manage timely flow of business intelligence information to users.
  • Provide technical support for existing reports, dashboards, or other tools.
  • Identify and analyze industry or geographic trends with business strategy implications.
  • Document specifications for business intelligence or information technology reports, dashboards, or other outputs.
  • Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.
  • Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.
  • Disseminate information regarding tools, reports, or metadata enhancements.
  • Conduct or coordinate tests to ensure that intelligence is consistent with defined needs.

Technology & Tools

Alteryx software Amazon Elastic Compute Cloud EC2 Amazon Redshift Amazon Web Services AWS software Apache Airflow Apache Cassandra Apache Hadoop Apache Hive Apache Kafka Apache Spark

📚 Entry-Level Education

Bachelor's degree
Most common requirement

🎯 Recommended Education

Bachelor's Degree
O*NET recommended level

Degree Programs for Data scientists

These degree programs can prepare you for a career as a data scientists:

Computer Science

79,857 degrees awarded • 1,001 colleges offer this program

Information Technology

42,322 degrees awarded • 668 colleges offer this program

Management Science

34,245 degrees awarded • 348 colleges offer this program

Mathematics, General

25,163 degrees awarded • 1,305 colleges offer this program

Econometrics and Quantitative Economics

22,727 degrees awarded • 298 colleges offer this program

Business Analytics

9,273 degrees awarded • 172 colleges offer this program

Statistics, General

7,709 degrees awarded • 202 colleges offer this program

Data Science, General

7,668 degrees awarded • 243 colleges offer this program

Business Statistics

5,396 degrees awarded • 96 colleges offer this program

Financial Mathematics

5,335 degrees awarded • 118 colleges offer this program

Best Colleges for Becoming a Data scientists

Ranked by Repit grade, then by degrees in related programs. These are the top-rated colleges that prepare students to become data scientists.

# College Location Related Degrees Repit Grade
1 University of California-Los Angeles Los Angeles, CA 3,046 A+
2 University of Michigan-Ann Arbor Ann Arbor, MI 1,036 A+
3 University of Southern California Los Angeles, CA 4,895 A
4 New York University New York, NY 3,993 A
5 University of Chicago Chicago, IL 3,225 A
6 University of California-Berkeley Berkeley, CA 2,815 A
7 Northwestern University Evanston, IL 2,721 A
8 Columbia University in the City of New York New York, NY 2,617 A
9 University of California-San Diego La Jolla, CA 2,505 A
10 Johns Hopkins University Baltimore, MD 2,328 A
11 Carnegie Mellon University Pittsburgh, PA 2,321 A
12 Cornell University Ithaca, NY 2,125 A
13 Massachusetts Institute of Technology Cambridge, MA 2,011 A
14 University of Pennsylvania Philadelphia, PA 1,951 A
15 University of North Carolina at Chapel Hill Chapel Hill, NC 1,938 A
16 Stanford University Stanford, CA 1,761 A
17 University of California-Santa Barbara Santa Barbara, CA 1,753 A
18 Boston University Boston, MA 1,648 A
19 University of California-Irvine Irvine, CA 1,643 A
20 Washington University in St Louis Saint Louis, MO 1,400 A

Want this ranking as a spreadsheet? Investor Pro+ members can export any Repit table to CSV. See plans →

Frequently Asked Questions

How much do data scientists make?
The median annual salary for data scientists is $112,590.
What education do data scientists need?
Most data scientists positions require a bachelor's degree. Common degree programs include Computer Science, Information Technology, Management Science.
Is becoming data scientists a good career choice?
Data scientists is projected to see +33.5% job growth from 2024 to 2034, which is much faster than average for all occupations. With approximately 23,400 job openings expected annually, there are good opportunities for those entering the field.
What are the best colleges for data scientists?
Top colleges for aspiring data scientists include University of California-Los Angeles, University of Michigan-Ann Arbor, University of Southern California, New York University, University of Chicago. These schools are ranked based on their Repit grade and the number of graduates in related programs.
What other job titles are similar to data scientists?
Data scientists may also be known as: Analytics Consultant, Applied Scientist, Data Analyst, Data Analytic Scientist, Data Analytics Manager, Data Analytics Scientist, Data Analytics Specialist, Data Architect, Data Consultant, Data Economist, Data Engineer, Data Management Scientist, Data Mining Analyst, Data Modeler, Data Quality Analyst, Data Science Engineer, Data Science Intern, Data Scientist, Data Specialist, Data Visualization Developer. These titles often refer to similar roles with varying responsibilities or specializations.