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  1. Occupations
  2. Statisticians

Statisticians

Develop or apply mathematical or statistical theory and methods to collect, organize, interpret, and summarize numerical data to provide usable information. May specialize in fields such as biostatistics, agricultural statistics, business statistics, or economic statistics. Includes mathematical and survey statisticians.

SOC: 15-2041.00

Common Job Titles

  • Database Analyst
  • Mathematical Statistician
  • Statistical Analyst
  • Statistician

What You'll Need to Succeed

AI-generated

Key competencies for this occupation at a glance

  • KnowledgeDesign statistical models and experimental methodologies using advanced mathematical theory to address complex research questions across specialized domains.
    Advanced
  • KnowledgeFormulate hypotheses and predictive models by synthesizing domain knowledge (biostatistics, economics, business analytics) with mathematical theory.
    Advanced
  • KnowledgeSynthesize emerging statistical techniques with domain-specific applications through continuous learning and adaptation of best practices in computational statistics and data science.
    Advanced
  • KnowledgeAnalyze large-scale numerical datasets using statistical software (SAS, R, Python, SPSS) to identify patterns, relationships, and trends.
    Proficient
  • KnowledgeEvaluate data quality, validity, and compliance with statistical standards when processing information from multiple sources under regulatory or methodological constraints.
    Proficient
  • KnowledgeInterpret complex statistical results and their practical implications for diverse stakeholders including non-technical audiences, translating technical findings into actionable insights.
    Proficient
  • KnowledgeApply advanced programming languages and database query tools to manipulate, clean, and extract insights from structured and unstructured data environments.
    Proficient
  • KnowledgeAssess quantifiable characteristics of products, events, or processes through estimation techniques that inform organizational decision-making and strategy.
    Proficient
  • KnowledgeDevelop data collection instruments and survey methodologies ensuring sample representativeness and measurement validity for longitudinal or cross-sectional studies.
    Proficient
  • MindsetIntegrate statistical rigor with client-specific business objectives when consulting with interdisciplinary teams and stakeholders to define project scope and deliverables.
    Proficient
  • MindsetAdvocate for evidence-based decision-making and methodological transparency by communicating technical limitations, assumptions, and confidence intervals to organizational leadership.
    Proficient

Wage Data According to the Bureau of Labor Statistics

Annual wage data for Statisticians (2024)

Estimated Total Employment (U.S.)

29,800

Wage Distribution by Percentile

Line chart of annual wages by percentile. U.S. is the solid line. 10th percentile: U.S. $60,390. 25th percentile: U.S. $79,210. 50th percentile: U.S. $103,300. 75th percentile: U.S. $137,610. 90th percentile: U.S. $170,700. Use the left and right arrow keys to move between percentiles.

  • U.S.
MetricU.S.
10% of workers earn the following or less$60,390
10% of workers earn the following or more$170,700
Workers on average earn$112,330

+ indicates wage is at or above the BLS reporting cap ($239,200/year)

Skills & Requirements

Key competencies for this occupation, ranked by importance

  • Mathematics4.7/5
  • Computers and Electronics4.2/5
  • English Language3.9/5
  • Education and Training2.9/5
  • Administration and Management2.8/5
Skills & Requirements: Knowledge

Tools & Technology

Equipment and software commonly used in this occupation

In-Demand Technology

Frequently requested by employers in job postings

  • Amazon Redshift
  • Apache Hadoop
  • Apache Spark
  • C++
  • Extensible markup language XML
  • IBM DB2
  • IBM SPSS Statistics
  • Linux
  • Microsoft Access
  • Microsoft Excel
  • Microsoft Office software
  • Microsoft PowerPoint
  • Microsoft SQL Server
  • Microsoft Visual Basic
  • Microsoft Visual Basic for Applications VBA
  • Microsoft Word
  • Python
  • R
  • SAP software
  • SAS
  • Structured query language SQL
  • Tableau
  • Teradata Database
  • The MathWorks MATLAB
  • UNIX

Technology Skills

  • Angoss KnowledgeSEEKER
  • Apache Pig
  • Aptech Systems GAUSS
  • Automatic Forecasting Systems Autobox
  • Camfit Data Limited Microfit
  • Common business oriented language COBOL
  • Cytel StatXact
  • DataDescription DataDesk
Tools & Technology: Technology Skills

Tools & Equipment

  • Desktop computers
  • Laptop computers
  • Personal computers

Related Occupations

Occupations with similar skills and knowledge requirements

Most Similar

  • Data Scientists 15-2051.00
  • Biostatisticians 15-2041.01
  • Mathematicians 15-2021.00
  • Clinical Data Managers 15-2051.02
  • Bioinformatics Scientists 19-1029.01

Moderately Similar

  • Operations Research Analysts 15-2031.00
  • Survey Researchers 19-3022.00
  • Financial Quantitative Analysts 13-2099.01
  • Computer and Information Research Scientists 15-1221.00
  • Environmental Economists 19-3011.01

Related

  • Statistical Assistants 43-9111.00
  • Bioinformatics Technicians 15-2099.01
  • Social Science Research Assistants 19-4061.00
  • Geneticists 19-1029.03
  • Health Information Technologists and Medical Registrars 29-9021.00
  • Epidemiologists 19-1041.00
  • Mathematical Science Teachers, Postsecondary 25-1022.00
  • Geographic Information Systems Technologists and Technicians 15-1299.02
  • Medical Scientists, Except Epidemiologists 19-1042.00
  • Business Intelligence Analysts 15-2051.01

Related Programs

Education programs that prepare you for this occupation

  • CertificatePCAD – Certified Associate Data Analyst with PythonIssuer: OpenEDG Python Institute
  • CertificatePCED – Certified Entry-Level Data Analyst with PythonIssuer: OpenEDG Python Institute
  • Micro-CredentialComparing a Quantitative Variable Across GroupsIssuer: Quanthub
  • Micro-CredentialMeasuring Association Between VariablesIssuer: Quanthub
  • Micro-CredentialInference About AssociationIssuer: Quanthub
  • Master's DegreeMaster of Science in Applied Mathematical SciencesIssuer: Troy University
  • Bachelor's DegreeMathematics MajorIssuer: Troy University
  • Associate's DegreeSTEMIssuer: Paris Junior College
  • Bachelor's DegreeBachelor of Science, Major in MathematicsIssuer: Sam Houston State University
  • Bachelor's DegreeBachelor of Arts, Major in MathematicsIssuer: Sam Houston State University