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.
Common Job Titles
- Database Analyst
- Mathematical Statistician
- Statistical Analyst
- Statistician
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
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.
| 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 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 & Equipment
- Desktop computers
- Laptop computers
- Personal computers