Statistician
Also known as: statistics researcher, statistics research analyst, statistic research associate, statistical data analyst, statistical scholar, statistical research scientist
About this occupation
Statisticians collect, tabulate, and, most importantly, analyse quantitative information coming from a varied array of fields. They interpret and analyse statistical studies on fields such as health, demographics, finance, business, etc. and advise based on patterns and drawn analysis.
Essential skills and knowledge
- execute analytical mathematical calculations
- conduct quantitative research
- apply scientific methods
- perform data analysis
- gather data
- process data
- scientific research methodology
- identify statistical patterns
- think analytically
- mathematics
- apply statistical analysis techniques
- data quality assessment
Typical tasks and preparation
From the related US occupation profile Statisticians (O*NET 15-2041.00). Linked by an official crosswalk: related, not identical; details vary by country.
- Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
- Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.
- Report results of statistical analyses, including information in the form of graphs, charts, and tables.
- Determine whether statistical methods are appropriate, based on user needs or research questions of interest.
- Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.
- Develop and test experimental designs, sampling techniques, and analytical methods.
- Typical education (US)
- Master's Degree
- Preparation
- Job Zone 5 of 5
- Interests
- Investigative, Conventional, Realistic
Top skills: Mathematics, Reading Comprehension, Critical Thinking, Active Listening, Speaking, Complex Problem Solving
US median pay: US$105,650 a year (2025), 29,030 employed. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics.
Subjects this work relies on
How important each subject's knowledge is in the job itself, rated by people doing it (1 to 5).
- Mathematics or StatisticsO*NET: MathematicsExtremely important (4.7)
- Computer StudiesO*NET: Computers and ElectronicsVery important (4.2)
- English or Literature in EnglishO*NET: English LanguageVery important (3.9)
O*NET data describe work in the United States; requirements differ by country. 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 license. O*NET is a trademark of USDOL/ETA. CareerProof Global has modified all or some of this information; USDOL/ETA has not approved, endorsed, or tested these modifications.
Preparation needed
Job Zone Five: Extensive Preparation Needed
- Most common education (US)
- Master's Degree
- Education
- Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree).
- Experience
- Extensive skill, knowledge, and experience are needed for these occupations. Many require more than five years of experience. For example, surgeons must complete four years of college and an additional five to seven years of specialized medical training to be able to do their job.
- Training
- Employees may need some on-the-job training, but most of these occupations assume that the person will already have the required skills, knowledge, work-related experience, and/or training.
O*NET data describe work in the United States; requirements differ by country. 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 license. O*NET is a trademark of USDOL/ETA. CareerProof Global has modified all or some of this information; USDOL/ETA has not approved, endorsed, or tested these modifications.
Related occupations
Occupations O*NET links to this one by similar work, skills and knowledge.
- Clinical Data Managers
- Mathematicians
- Bioinformatics Scientists
- Financial Quantitative Analysts
- Survey Researchers
- Operations Research Analysts
- Computer and Information Research Scientists
- Environmental Economists
O*NET data describe work in the United States; requirements differ by country. 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 license. O*NET is a trademark of USDOL/ETA. CareerProof Global has modified all or some of this information; USDOL/ETA has not approved, endorsed, or tested these modifications.