Computers and math
Statisticians
- Median pay
- $105,650
- Outlook
- Much faster than average
Master's degree
- Mathematics
- Critical Thinking
- Reading Comprehension
SOC 15-2051.00Bright outlook
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.
Data verified Nov 2026 · CollegesRef 2026–27 edition
Source: BLS 2025 wages · 2025–35 projections
Annual pay range
262,440 people work in this occupation.
In short
Data scientists transform raw data into actionable insights using programming and visualization tools. The career offers strong financial rewards, with a median annual pay of $120,230.
Written with AI from the BLS, O*NET and CareerOneStop data on this page. Every figure is checked against that data before it is published.
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.
Most need a bachelor's degree and several years of related experience.
Data scientists spend their days working with computers to gather, process, and analyze large volumes of structured and unstructured information. They apply mathematics, programming, and advanced modeling techniques to extract meaningful patterns from data. A major part of the job involves interpreting these findings for others and creating dynamic reports or visualizations to explain their meaning.
This role requires strong critical thinking, complex problem solving, and active learning. Data scientists must be highly analytical, showing a strong investigative interest. Key work styles include intellectual curiosity, attention to detail, innovation, and a tolerance for ambiguity. They must communicate findings clearly to supervisors and peers, making knowledge of the English language, communications, and computers essential.
To enter this field, individuals typically need a bachelor's degree. Because this career requires considerable preparation, most professionals also need several years of related work experience before securing a position.
Students preparing for this career often major in computer science, computer and information sciences, mathematics, applied mathematics, economics, chemistry, computer software and media applications, or management sciences and quantitative methods. Professionals can also pursue certifications to demonstrate specialized skills. Examples of these credentials include the Certified Financial Data Scientist, Data Services Specialization, GIAC Machine Learning Engineer, Information Security - Lead Auditor, Information Security - Practitioner, and Information Technology Specialist - Computational Thinking.
The median annual pay for data scientists is $120,230. Earnings vary based on experience and location, with the lowest 10% earning less than $67,240 and the highest 10% earning more than $199,130.
This field is experiencing rapid growth. Employment is projected to increase by 34.6% from 2025 to 2035, which is much faster than the average for all occupations. This expansion, along with normal turnover among the 262,440 people employed in the field, is expected to result in 24,800 job openings each year.
Interest code ICA. Compare it with yours
Analytics Consultant · Applied Scientist · Data Analyst · Data Analytic Scientist · Data Analytics Scientist · Data Analytics Specialist · Data Architect · Data Consultant · Data Economist · Data Engineer
Career pathway
Interests that fit the work, the career, majors that lead there and colleges whose graduates in those majors earn the most. Hover or focus a step to follow one path.
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Colleges
College Scorecard program outcomes
Programs that lead to this career, ranked by what their graduates earn four years after finishing. Earnings are for graduates who received federal aid.
Philadelphia, PA · Computer and Information Sciences, General · Bachelor's
Source: U.S. Department of Education College Scorecard field-of-study data, 2025. Programs with few graduates are not listed.
NCES CIP–SOC crosswalk
Related programs by four-digit CIP code. They are common routes in, not the only ones.
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CareerOneStop
What data scientists may need beyond a degree, where a license is required, and what the work pays in each state.
Core certifications employers recognise for this work.
Programs of study that prepare people for this work. Showing 12 of 35.
Data from CareerOneStop, sponsored by the U.S. Department of Labor (Employment and Training Administration, with the Minnesota Department of Employment and Economic Development). Retrieved November 9, 2026.
Your plan
Courses, majors, colleges, scholarships and a timeline for this career, built from your profile.
Written with AI from the BLS, O*NET and CareerOneStop data on this page. Every figure is checked against that data before it is published.
People in this career are also known as analytics consultants, applied scientists, data analysts, data analytics specialists, data architects, data consultants, data economists, and data engineers.
Common majors include computer science, general computer and information sciences, mathematics, applied mathematics, economics, chemistry, computer software and media applications, and management sciences and quantitative methods.
The career is growing much faster than average, with a projected employment increase of 34.6% between 2025 and 2035. This growth is expected to generate 24,800 job openings annually.
Every figure on this page comes from these public datasets. Missing values are shown as not reported, never estimated.
Version 31.0
Version 2025-35 · Data year 2025
Version 2025 · Data year 2025
Version 2020 · Data year 2020
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 license. CollegesRef has modified all or some of this information.
Data from CareerOneStop, sponsored by the U.S. Department of Labor (Employment and Training Administration, with the Minnesota Department of Employment and Economic Development). Retrieved November 9, 2026.
Page data updated November 5, 2026.