How is Statistical Methods used?
Zippia reviewed thousands of resumes to understand how statistical methods is used in different jobs. Explore the list of common job responsibilities related to statistical methods below:
- Investigated statistical methods to determine sample-design parameters, develop data-editing methods, and calculate estimates and standard errors.
- Applied statistical methods in the area of sample design, variance estimation, coverage evaluation, and imputation.
- Evaluate marketing strategies using cutting-edge statistical methods such as cluster analysis, classification using logistic regression, and analysis of variance.
- Implemented modern statistical methods into manufacturing operations, including statistical process control, design of experiments and time series analysis.
- Evaluated the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.
- Developed and delivered training and statistical methods for process optimization, validation and control, structured problem-solving and project management.
Are Statistical Methods skills in demand?
Yes, statistical methods skills are in demand today. Currently, 2,552 job openings list statistical methods skills as a requirement. The job descriptions that most frequently include statistical methods skills are mathematical statistician, wafer fabricator, and senior statistician.
How hard is it to learn Statistical Methods?
Based on the average complexity level of the jobs that use statistical methods the most: mathematical statistician, wafer fabricator, and senior statistician. The complexity level of these jobs is advanced.
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What jobs can you get with Statistical Methods skills?
You can get a job as a mathematical statistician, wafer fabricator, and senior statistician with statistical methods skills. After analyzing resumes and job postings, we identified these as the most common job titles for candidates with statistical methods skills.
Mathematical Statistician
Job description:
Mathematical statisticians apply mathematical and statistical techniques to solve and analyze data. It is part of their responsibility to prepare reports that communicate their analyses and results. As statisticians, they collect data, design survey materials and other instruments for gathering data, and manage on-line databases of information. They work by determining what problems their analyses need to decide then select what appropriate methods for data gathering and analysis. Moreover, the data they gathered is analyzed, and they also interpret the results, draw conclusions, and make reports for use by decision-makers.
- Statistical Methods
- Experimental Design
- Statistical Models
- Sample Size
- Statistical Research
- Survey Design
Wafer Fabricator
- Semiconductor
- Statistical Methods
- Etching
- Silicon
- DOE
- Clean Room Environment
Senior Statistician
Job description:
A senior statistician specializes in gathering and interpreting data through mathematical techniques, drawing conclusions that will play a significant role in a company's decision-making procedures. Their responsibilities typically include liaising with different departments to collect data, maintaining databases, performing various tests and assessments, keeping an eye on any errors or discrepancies, and presenting findings using graphs, charts, and reports. Moreover, as a senior statistician, it is essential to lead and oversee the performance of junior statisticians, all while promoting and enforcing the company's policies and regulations.
- Statistical Methods
- Data Analysis
- Healthcare
- Data Management
- Clinical Trials
- Study Design
Statistician
Job description:
A statistician is an individual who gathers data and uses mathematical techniques to analyze and interpret data and draw conclusions. Statisticians are required to develop survey questionnaires or reporting forms so that they can collect the data they needed. Once the data are available, statisticians must analyze those data by calculating averages, reliabilities, and other specifics to identify trends and relationships. Statisticians must also write reports to explain their findings and recommend how to improve the design of future surveys or experiments.
- Data Analysis
- Statistical Methods
- Statistical Techniques
- Statistical Data
- Logistic Regression
- Research Projects
Principal Biostatistician
Job description:
Principal biostatisticians are professionals who are responsible for communicating all the activities related to biostatistics of assigned projects to the sponsor companies. These biostatisticians are required to participate in the development of finished products used in clinical trials and provide statistical oversight to ensure data integrity and appropriate analysis are performed. They must develop customized statistical programs that can generate statistical data listings, summary tables, and figures. Principal biostatisticians must also answer all the questions from regulatory authorities appropriately.
- Clinical Trials
- QC
- Statistical Analysis
- Clinical Study Reports
- Statistical Methods
- Statistical Reports
Statistical Analyst
Job description:
A statistical analyst is primarily responsible for gathering data, ensuring accuracy and relevance to the subject. Their other responsibilities also revolve around designing and implementing strategies for collecting information, analyzing data through particular software, and presenting the company's findings to decision-making officials. There are also instances when a statistical analyst must record and organize data using a database, collaborate with other teams, and even train new analysts. Furthermore, as a statistical analyst, it is essential to adhere to the company's policies and regulations.
- Statistical Analysis
- Data Analysis
- Statistical Methods
- Database
- Data Collection
- Visualization
Senior Statistical Analyst
Job description:
A senior statistical analyst studies and converts data. They also manage the statistical documentation in their company, and so they work with a variety of departments. They conduct maintenance on data servers. They may also create reports, model potential trends, and analyze risks.
- Python
- Statistical Analysis
- Data Analysis
- Statistical Methods
- ISE
- QC
How much can you earn with Statistical Methods skills?
You can earn up to $62,612 a year with statistical methods skills if you become a mathematical statistician, the highest-paying job that requires statistical methods skills. Wafer fabricators can earn the second-highest salary among jobs that use Python, $62,984 a year.
| Job title | Average salary | Hourly rate |
|---|---|---|
| Mathematical Statistician | $62,612 | $30 |
| Wafer Fabricator | $62,984 | $30 |
| Senior Statistician | $76,403 | $37 |
| Statistician | $84,726 | $41 |
| Principal Biostatistician | $120,026 | $58 |
Companies using Statistical Methods in 2026
The top companies that look for employees with statistical methods skills are U.S. Department of the Treasury, Guidehouse, and Edwards Lifesciences. In the millions of job postings we reviewed, these companies mention statistical methods skills most frequently.
| Rank | Company | % of all skills | Job openings |
|---|---|---|---|
| 1 | U.S. Department of the Treasury | 30% | 19 |
| 2 | Guidehouse | 16% | 3,488 |
| 3 | Edwards Lifesciences | 14% | 469 |
| 4 | General Motors | 5% | 2,489 |
| 5 | General Dynamics | 4% | 3,081 |
Departments using Statistical Methods
| Department | Average salary |
|---|---|
| Research & Development | $84,199 |
2 courses for Statistical Methods skills
1. Methods and Statistics in Social Sciences
Identify interesting questions, analyze data sets, and correctly interpret results to make solid, evidence-based decisions.\n\nThis Specialization covers research methods, design and statistical analysis for social science research questions. In the final Capstone Project, you’ll apply the skills you learned by developing your own research question, gathering data, and analyzing and reporting on the results using statistical methods...
2. Research Methods and Statistics: An Introduction (2023 Ed.)
Statistics are widely used in social sciences, business, and daily life. Given the pervasive use of statistics, this course aims to train participants in the rationale underlying the use of statistics. This course aims to explain when to apply which statistical procedure, the concepts that govern these procedures, common errors when using statistics, and how to get the best analysis out of your data. Research methodology is used as a base to explain statistical reasoning. The course also familiarises you with commonly used software for statistical analysis. The course will take 11 hours to complete, including one contact hour with the course instructor after completion of the course task. The course is divided into 11 broad sections, which include 59 lectures and 21 quizzes. Participants would benefit from the course because understanding basic research methodology and statistics is essential prior to beginning any research-related endeavor. It is also an important part of the college curriculum from undergraduate to Ph. D. levels. Designing research methods requires knowledge of various methods and understanding of data. The Research Methodology and Statistical Reasoning Course covers a vast range of topics, from what is a variable to, when to use a two-way ANOVA. The comprehensive nature of the course ensures that students and professionals are not only able to understand but also apply the course content. The course not only includes course content, but instructors that are approachable after completing it, who will provide feedback and address your specific needs...