SEI23 Operations Research and Data Analytics: civilian jobs and resume guide
The O*NET Military Crosswalk connects this Operations Research and Data Analytics designation to the civilian directions shown below. Review each civilian direction's published work details, then keep only experience you can verify. The connection does not prove that you performed a mapped task.
About this designation: The source identifies this designation as Operations Research and Data Analytics. Its shared civilian crosswalk evidence does not establish which duties, tools, credentials, or level of responsibility you personally held.
4
resume-ready civilian directions
$88,940
Median national pay for Operations Research Analyst
These are the civilian occupations O*NET connects to this military code. They are options to explore—not a ranking, a license, or proof that you performed every duty listed.
The first option has enough source data for the skills and resume example below. Choose another direction at any time to compare it.
Formulate and apply mathematical modeling and other optimizing methods to develop and interpret information that assists management with decisionmaking, policy formulation, or other managerial functions. May collect and analyze data and develop decision support software, services, or products. May develop and supply optimal time, cost, or logistics networks for program evaluation, review, or implementation.
Typical national pay$68,360–$125,990Median $88,940 · BLS OEWS 2025
Pay can vary by location, employer, schedule, credentials, and experience.
Select this path to see its skills and resume example
Requirements and work details
O*NET Job Zone 5: extensive preparation is usually needed.
O*NET does not establish a universal civilian license for this occupation. Employers may still require credentials.
Example civilian duties from O*NET
Present the results of mathematical modeling and data analysis to management or other end users.
Define data requirements, and gather and validate information, applying judgment and statistical tests.
Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.
Develop and implement a set of techniques or analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualization software. Apply data mining, data modeling, natural language processing, and machine learning to extract and analyze information from large structured and unstructured datasets. Visualize, interpret, and report data findings. May create dynamic data reports.
Typical national pay$85,660–$158,880Median $120,230 · BLS OEWS 2025
Pay can vary by location, employer, schedule, credentials, and experience.
Select this path to see its skills and resume example
Requirements and work details
O*NET Job Zone 4: considerable preparation is usually needed.
O*NET does not establish a universal civilian license for this occupation. Employers may still require credentials.
Example civilian duties from O*NET
Analyze, manipulate, or process large sets of data using statistical software.
Apply feature selection algorithms to models predicting outcomes of interest, such as sales, attrition, and healthcare use.
Apply sampling techniques to determine groups to be surveyed or use complete enumeration methods.
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.
Typical national pay$82,220–$141,490Median $105,650 · BLS OEWS 2025
Pay can vary by location, employer, schedule, credentials, and experience.
Select this path to see its skills and resume example
Requirements and work details
O*NET Job Zone 5: extensive preparation is usually needed.
O*NET does not establish a universal civilian license for this occupation. Employers may still require credentials.
Example civilian duties from O*NET
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.
Design, develop, test, and evaluate integrated systems for managing industrial production processes, including human work factors, quality control, inventory control, logistics and material flow, cost analysis, and production coordination.
Typical national pay$83,600–$129,250Median $102,440 · BLS OEWS 2025
Pay can vary by location, employer, schedule, credentials, and experience.
Select this path to see its skills and resume example
Requirements and work details
O*NET Job Zone 4: considerable preparation is usually needed.
Civilian licensing or certification is common in this occupation. Check the state where you plan to work.
Example civilian duties from O*NET
Estimate production costs, cost saving methods, and the effects of product design changes on expenditures for management review, action, and control.
Plan and establish sequence of operations to fabricate and assemble parts or products and to promote efficient utilization.
Analyze statistical data and product specifications to determine standards and establish quality and reliability objectives of finished product.
Tools and software named by O*NET
Autodesk AutoCAD
Microsoft Excel
Microsoft Office software
Microsoft PowerPoint
SAP software
Structured query language SQL
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Resume example
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This is an example for the civilian direction you chose, not your resume. The skills you select above update its Skills section. Start your own resume with the direction and skills you confirm here.
Operations Research Analyst
Summary
Operations Research Analyst formulating and applying mathematical models and optimizing methods to assist management with decision-making, policy formulation, and program evaluation. Collects and analyzes data to develop decision support tools and recommends solutions
Experience
Operations Research Analyst
Where you worked
Month Year to Month Year
Presented results of mathematical modeling and data analysis to management and end users
Defined data requirements, gathered and validated information, applying judgment and statistical tests
Performed validation and testing of models to ensure adequacy and reformulated models as necessary
Prepared management reports defining and evaluating problems and recommending solutions
Collaborated with others in the organization to ensure successful implementation of chosen problem solutions
Formulated mathematical or simulation models of problems, relating constants and variables and their numerical parameters
Analyzed information obtained from management to conceptualize and define operational problems
Skills
Checking & Planning
Applying math and statistics, Determining data analysis methods, Developing scientific models, Evaluating data quality, Analyzing data, Analyzing project data, Applying information technology, Designing simulation programs, Reviewing professional literature
Core Skills
Conducting research, Microsoft Power BI
Tools and software
Microsoft Excel, Microsoft Office software, Microsoft Outlook, Microsoft PowerPoint, Python
Open to
On site, Remote
Education
Doctorate (PhD) Your university, Year
Yours will not say this. It will say what you did, in your own words, and Rung writes it with you one question at a time.
Resume example
See how your choices change this example
This is an example for the civilian direction you chose, not your resume. The skills you select above update its Skills section. Start your own resume with the direction and skills you confirm here.
Data Scientist
Summary
Data scientist developing and implementing analytics applications to transform raw data into meaningful information, utilizing data mining, modeling, and visualization techniques to extract insights from large datasets
Experience
Data Scientist
Where you worked
Month Year to Month Year
Analyzed, manipulated, and processed large sets of data using statistical software
Cleaned and manipulated raw data using statistical software
Created graphs, charts, and other visualizations to convey results of data analysis using specialized software
Delivered oral and written presentations of results of mathematical modeling and data analysis to management
Applied feature selection algorithms to models predicting outcomes of interest, such as sales and healthcare use
Identified business problems that could be addressed through data analysis and proposed data-driven solutions
Tested, validated, and reformulated models to ensure accurate prediction of outcomes of interest
Skills
Checking & Planning
Applying math and statistics, Analyzing data, Analyzing business data, Determining data analysis methods, Selecting needed resources, Preparing graphics, Developing scientific models, Updating technical knowledge
Technical Skills
Writing computer programming code, Preparing data for analysis
Core Skills
Amazon Web Services AWS software
Tools and software
Apache Hadoop, Apache Spark, C++, Git, Microsoft Azure software
Open to
On site, Remote
Education
Bachelor's Degree Your college, Year
Yours will not say this. It will say what you did, in your own words, and Rung writes it with you one question at a time.
Resume example
See how your choices change this example
This is an example for the civilian direction you chose, not your resume. The skills you select above update its Skills section. Start your own resume with the direction and skills you confirm here.
Statistician
Summary
Statistician developing and applying statistical methods to analyze, interpret, and summarize numerical data, ensuring accuracy and validity while presenting findings through various formats
Experience
Statistician
Where you worked
Month Year to Month Year
Analyzed and interpreted statistical data to identify significant differences in relationships among sources of information
Evaluated statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy
Reported results of statistical analyses, including information in the form of graphs, charts, and tables
Prepared data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data
Developed and tested experimental designs, sampling techniques, and analytical methods
Presented statistical and nonstatistical results in meetings or conferences to audiences such as clients, peers, and students
Processed large amounts of data for statistical modeling and graphic analysis, using computers
Skills
Checking & Planning
Determining data analysis methods, Designing research studies, Evaluating data quality, Analyzing data, Evaluating project designs, Applying math and statistics, Evaluating technical data
Technical Skills
Preparing data for analysis, Presenting research results, Preparing analytical reports
Core Skills
IBM SPSS Statistics
Tools and software
Microsoft Excel, Microsoft Office software, Python, R, SAS
Open to
On site, Remote
Education
Doctorate (PhD) Your university, Year
Yours will not say this. It will say what you did, in your own words, and Rung writes it with you one question at a time.
Resume example
See how your choices change this example
This is an example for the civilian direction you chose, not your resume. The skills you select above update its Skills section. Start your own resume with the direction and skills you confirm here.
Industrial Engineer
1 certification
Summary
Industrial engineer designing and evaluating integrated systems for managing production processes, including cost analysis, quality control, and logistics. Responsible for planning operations, analyzing data, and collaborating with stakeholders to optimize efficiency
Experience
Industrial Engineer
Where you worked
Month Year to Month Year
Estimated production costs, cost saving methods, and effects of product design changes for management review
Planned and established sequence of operations to fabricate and assemble parts for efficient utilization
Analyzed statistical data and product specifications to determine standards and establish quality objectives
Conferred with clients, vendors, staff, and management regarding purchases and production specifications
Communicated with management and user personnel to develop production and design standards
Evaluated precision and accuracy of production equipment and engineering drawings to formulate corrective action plans
Drafted and designed layout of equipment and workspace to illustrate maximum efficiency using drafting tools
Skills
Core Skills
Reviewing technical documents, Structured query language SQL, Conferencing with technical personnel
Checking & Planning
Estimating operational costs, Evaluating designs and specifications, Analyzing project data, Analyzing design requirements, Determining operational methods, Implementing design improvements, Creating graphics of industrial production, Devising research protocols
Tools and software
Autodesk AutoCAD, Microsoft Excel, Microsoft Office software, Microsoft PowerPoint, SAP software
Open to
On site, Remote
Education
Bachelor's Degree Your college, Year
Certifications & Licenses
State license for this work Your state board, Year
Yours will not say this. It will say what you did, in your own words, and Rung writes it with you one question at a time.
Prepare before writing
Gather evidence from your actual work
Write private notes for yourself. Keep only facts you can explain and support.
The mapped civilian record lists this task: Present the results of mathematical modeling and data analysis to management or other end users. Identify comparable experience only if you can verify it.
Also examine this mapped civilian task: Analyze, manipulate, or process large sets of data using statistical software. Keep it only if your own service evidence supports it.
Capture scope or outcomes only when your own records support them.
Which parts of your Operations Research and Data Analytics experience can you support when considering the civilian directions shown below?
Fictional translation example
Put your experience into civilian language
Think of this as a translation, not a script. This fictional example keeps the same work facts while replacing military jargon with clear civilian wording.
Before
Fictional example: In my Operations Research and Data Analytics assignment, I [verified task] using [verified tool or record].
After
Fictional example: Supported [civilian work area] by [verified task] using [verified tool or record].
Why this wording is fair
Present the results of mathematical modeling and data analysis to management or other end users.
Analyze, manipulate, or process large sets of data using statistical software.
Use the pattern, not the sentence: keep it only when the same facts are true for you.
Continue with your confirmed facts
Start with this service experience
Rung starts with Operations Research Analyst. Choose another direction above at any time; the code and only the skills you confirm will carry into the interview on this device.
Publisher and editorial owner: Rung Guru product team.
Editorial reviewer: Rung Guru editorial QA. Approved: 2026-08-09T12:10:00+00:00.
Structured guidance last changed: 2026-08-08. Source-verification dates appear with each source below.
Why: to help veterans evaluate civilian directions and recover truthful resume evidence before entering Rung.
How: deterministic software joined the approved records below. Constrained AI assistance helped draft explanations and evidence prompts from those records; it did not create military codes, civilian mappings, pay figures, credentials, or source facts. Every page remains subject to provenance, prohibited-claim, similarity, and attributed editorial-review checks.
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