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 AnalystMathematical StatisticianStatistical AnalystStatistician
What You'll Need to Succeed
AI-generatedKey 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
| Metric | U.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
Tools & Technology
Equipment and software commonly used in this occupation
In-Demand Technology
Frequently requested by employers in job postings
Amazon RedshiftApache HadoopApache SparkC++Extensible markup language XMLIBM DB2IBM SPSS StatisticsLinuxMicrosoft AccessMicrosoft ExcelMicrosoft Office softwareMicrosoft PowerPointMicrosoft SQL ServerMicrosoft Visual BasicMicrosoft Visual Basic for Applications VBAMicrosoft WordPythonRSAP softwareSASStructured query language SQLTableauTeradata DatabaseThe MathWorks MATLABUNIX
Technology Skills
Angoss KnowledgeSEEKERApache PigAptech Systems GAUSSAutomatic Forecasting Systems AutoboxCamfit Data Limited MicrofitCommon business oriented language COBOLCytel StatXactDataDescription DataDesk
Tools & Equipment
Desktop computersLaptop computersPersonal computers