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Date: 10/21/2026

Operations Research Analysts

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.

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    Work Activities

    Work Activities

    • Define data requirements, and gather and validate information, applying judgment and statistical tests.
    • Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.
    • Develop and apply time and cost networks to plan, control, and review large projects.
    • Develop and apply time and cost networks to plan, control, and review large projects.
    • Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.
    • Review research literature.
    • Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.
    • Specify manipulative or computational methods to be applied to models.
    • Develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.
    • Define data requirements, and gather and validate information, applying judgment and statistical tests.
    • Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.
    • Define data requirements, and gather and validate information, applying judgment and statistical tests.
    • Present the results of mathematical modeling and data analysis to management or other end users.
    • Design, conduct, and evaluate experimental operational models in cases where models cannot be developed from existing data.
    • Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.
    • Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.
    • Educate staff in the use of mathematical models.
    • Analyze information obtained from management to conceptualize and define operational problems.
    • Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.
    • Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.
    • Prepare management reports defining and evaluating problems and recommending solutions.
    • Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.

    Skills

    • Coordination

      Changing what is done based on other people's actions.

    • Learning Strategies

      Using the best training or teaching strategies for learning new things.

    • Active Listening

      Listening to others, not interrupting, and asking good questions.

    • Systems Analysis

      Figuring out how a system should work and how changes in the future will affect it.

    • Repairing

      Repairing machines or systems using the right tools.

    • Operations Analysis

      Figuring out what a product or service needs to be able to do.

    • Equipment Maintenance

      Planning and doing the basic maintenance on equipment.

    • Persuasion

      Talking people into changing their minds or their behavior.

    • Instructing

      Teaching people how to do something.

    • Service Orientation

      Looking for ways to help people.

    • Technology Design

      Making equipment and technology useful for customers.

    • Management of Material Resources

      Managing equipment and materials.

    • Systems Evaluation

      Measuring how well a system is working and how to improve it.

    • Speaking

      Talking to others.

    • Writing

      Writing things for co-workers or customers.

    • Monitoring

      Keeping track of how well people and/or groups are doing in order to make improvements.

    • Reading Comprehension

      Reading work-related information.

    • Operation and Control

      Using equipment or systems.

    • Troubleshooting

      Figuring out what is causing equipment, machines, wiring, or computer programs to not work.

    • Programming

      Writing computer programs.

    • Quality Control Analysis

      Testing how well a product or service works.

    • Equipment Selection

      Deciding what kind of tools and equipment are needed to do a job.

    • Mathematics

      Using math to solve problems.

    • Active Learning

      Figuring out how to use new ideas or things.

    • Time Management

      Managing your time and the time of other people.

    • Social Perceptiveness

      Understanding people's reactions.

    • Negotiation

      Bringing people together to solve differences.

    • Complex Problem Solving

      Noticing a problem and figuring out the best way to solve it.

    • Critical Thinking

      Thinking about the pros and cons of different ways to solve a problem.

    • Science

      Using scientific rules and strategies to solve problems.

    • Operations Monitoring

      Watching gauges, dials, or display screens to make sure a machine is working.

    • Management of Financial Resources

      Making spending decisions and keeping track of what is spent.

    • Management of Personnel Resources

      Selecting and managing the best workers for a job.

    • Installation

      Installing equipment, machines, wiring, or computer programs.

    • Judgment and Decision Making

      Thinking about the pros and cons of different options and picking the best one.

    WorkKeys®

    Applied Math
    6
    Workplace Documents
    5
    Graphic Literacy
    5

    Abilities

    • Manual Dexterity

      Holding or moving items with your hands.

    • Multilimb Coordination

      Using your arms and/or legs together while sitting, standing, or lying down.

    • Response Orientation

      Quickly deciding if you should move your hand, foot, or other body part.

    • Reaction Time

      Quickly moving your hand, finger, or foot based on a sound, light, picture or other command.

    • Written Comprehension

      Reading and understanding what is written.

    • Problem Sensitivity

      Noticing when problems happen.

    • Originality

      Creating new and original ideas.

    • Oral Expression

      Communicating by speaking.

    • Visual Color Discrimination

      Noticing the difference between colors, including shades and brightness.

    • Speech Recognition

      Recognizing spoken words.

    • Speech Clarity

      Speaking clearly.

    • Perceptual Speed

      Quickly comparing groups of letters, numbers, pictures, or other things.

    • Dynamic Flexibility

      Quickly and repeatedly bending, stretching, twisting, or reaching out with your body, arms, and/or legs.

    • Near Vision

      Seeing details up close.

    • Night Vision

      Seeing at night or under low light.

    • Spatial Orientation

      Knowing where things are around you.

    • Inductive Reasoning

      Making general rules or coming up with answers from lots of detailed information.

    • Memorization

      Remembering words, numbers, pictures, or steps.

    • Depth Perception

      Deciding which thing is closer or farther away from you, or deciding how far away it is from you.

    • Selective Attention

      Paying attention to something without being distracted.

    • Trunk Strength

      Using your lower back and stomach.

    • Stamina

      Exercising for a long time without getting out of breath.

    • Extent Flexibility

      Bending, stretching, twisting, or reaching with your body, arms, and/or legs.

    • Gross Body Coordination

      Moving your arms, legs, and mid-section together while your whole body is moving.

    • Gross Body Equilibrium

      Keeping your balance or staying upright.

    • Far Vision

      Seeing details that are far away.

    • Control Precision

      Quickly changing the controls of a machine, car, truck or boat.

    • Wrist-Finger Speed

      Making fast, simple, repeated movements of your fingers, hands, and wrists.

    • Fluency of Ideas

      Coming up with lots of ideas.

    • Information Ordering

      Ordering or arranging things.

    • Oral Comprehension

      Listening and understanding what people say.

    • Category Flexibility

      Grouping things in different ways.

    • Hearing Sensitivity

      Telling the difference between sounds.

    • Visualization

      Imagining how something will look after it is moved around or changed.

    • Dynamic Strength

      Exercising for a long time without your muscles getting tired.

    • Glare Sensitivity

      Seeing something even if there is a glare or very bright light.

    • Written Expression

      Communicating by writing.

    • Speed of Closure

      Quickly knowing what you are looking at.

    • Mathematical Reasoning

      Choosing the right type of math to solve a problem.

    • Deductive Reasoning

      Using rules to solve problems.

    • Number Facility

      Adding, subtracting, multiplying, or dividing.

    • Flexibility of Closure

      Seeing hidden patterns.

    • Auditory Attention

      Paying attention to one sound while there are other distracting sounds.

    • Sound Localization

      Noticing the direction that a sound came from.

    • Arm-Hand Steadiness

      Keeping your arm or hand steady.

    • Peripheral Vision

      Seeing something to your side when your are looking ahead.

    • Time Sharing

      Doing two or more things at the same time.

    • Explosive Strength

      Jumping, sprinting, or throwing something.

    • Finger Dexterity

      Putting together small parts with your fingers.

    • Rate Control

      Changing when and how fast you move based on how something else is moving.

    • Speed of Limb Movement

      Quickly moving your arms and legs.

    • Static Strength

      Lifting, pushing, pulling, or carrying.

    Knowledge

    • Medicine and Dentistry

      Knowledge of the information and techniques needed to diagnose and treat human injuries, diseases, and deformities. This includes symptoms, treatment alternatives, drug properties and interactions, and preventive health-care measures.

    • Philosophy and Theology

      Knowledge of different philosophical systems and religions. This includes their basic principles, values, ethics, ways of thinking, customs, practices, and their impact on human culture.

    • Physics

      Knowledge and prediction of physical principles, laws, their interrelationships, and applications to understanding fluid, material, and atmospheric dynamics, and mechanical, electrical, atomic and sub-atomic structures and processes.

    • Design

      Knowledge of design techniques, tools, and principles involved in production of precision technical plans, blueprints, drawings, and models.

    • Foreign Language

      Knowledge of the structure and content of a foreign (non-English) language including the meaning and spelling of words, rules of composition and grammar, and pronunciation.

    • Fine Arts

      Knowledge of the theory and techniques required to compose, produce, and perform works of music, dance, visual arts, drama, and sculpture.

    • Mechanical

      Knowledge of machines and tools, including their designs, uses, repair, and maintenance.

    • Geography

      Knowledge of principles and methods for describing the features of land, sea, and air masses, including their physical characteristics, locations, interrelationships, and distribution of plant, animal, and human life.

    • Customer and Personal Service

      Knowledge of principles and processes for providing customer and personal services. This includes customer needs assessment, meeting quality standards for services, and evaluation of customer satisfaction.

    • Psychology

      Knowledge of human behavior and performance; individual differences in ability, personality, and interests; learning and motivation; psychological research methods; and the assessment and treatment of behavioral and affective disorders.

    • Building and Construction

      Knowledge of materials, methods, and the tools involved in the construction or repair of houses, buildings, or other structures such as highways and roads.

    • Sociology and Anthropology

      Knowledge of group behavior and dynamics, societal trends and influences, human migrations, ethnicity, cultures, and their history and origins.

    • Transportation

      Knowledge of principles and methods for moving people or goods by air, rail, sea, or road, including the relative costs and benefits.

    • History and Archeology

      Knowledge of historical events and their causes, indicators, and effects on civilizations and cultures.

    • Economics and Accounting

      Knowledge of economic and accounting principles and practices, the financial markets, banking, and the analysis and reporting of financial data.

    • Sales and Marketing

      Knowledge of principles and methods for showing, promoting, and selling products or services. This includes marketing strategy and tactics, product demonstration, sales techniques, and sales control systems.

    • Mathematics

      Knowledge of arithmetic, algebra, geometry, calculus, statistics, and their applications.

    • Computers and Electronics

      Knowledge of circuit boards, processors, chips, electronic equipment, and computer hardware and software, including applications and programming.

    • Chemistry

      Knowledge of the chemical composition, structure, and properties of substances and of the chemical processes and transformations that they undergo. This includes uses of chemicals and their interactions, danger signs, production techniques, and disposal methods.

    • Law and Government

      Knowledge of laws, legal codes, court procedures, precedents, government regulations, executive orders, agency rules, and the democratic political process.

    • Biology

      Knowledge of plant and animal organisms, their tissues, cells, functions, interdependencies, and interactions with each other and the environment.

    • Telecommunications

      Knowledge of transmission, broadcasting, switching, control, and operation of telecommunications systems.

    • Personnel and Human Resources

      Knowledge of principles and procedures for personnel recruitment, selection, training, compensation and benefits, labor relations and negotiation, and personnel information systems.

    • Administrative

      Knowledge of administrative and office procedures and systems such as word processing, managing files and records, stenography and transcription, designing forms, and workplace terminology.

    • Food Production

      Knowledge of techniques and equipment for planting, growing, and harvesting food products (both plant and animal) for consumption, including storage/handling techniques.

    • Therapy and Counseling

      Knowledge of principles, methods, and procedures for diagnosis, treatment, and rehabilitation of physical and mental dysfunctions, and for career counseling and guidance.

    • Public Safety and Security

      Knowledge of relevant equipment, policies, procedures, and strategies to promote effective local, state, or national security operations for the protection of people, data, property, and institutions.

    • Communications and Media

      Knowledge of media production, communication, and dissemination techniques and methods. This includes alternative ways to inform and entertain via written, oral, and visual media.

    • Engineering and Technology

      Knowledge of the practical application of engineering science and technology. This includes applying principles, techniques, procedures, and equipment to the design and production of various goods and services.

    • English Language

      Knowledge of the structure and content of the English language including the meaning and spelling of words, and rules of composition and grammar.

    • Production and Processing

      Knowledge of raw materials, production processes, quality control, costs, and other techniques for maximizing the effective manufacture and distribution of goods.

    • Administration and Management

      Knowledge of business and management principles involved in strategic planning, resource allocation, human resources modeling, leadership technique, production methods, and coordination of people and resources.

    • Education and Training

      Knowledge of principles and methods for curriculum and training design, teaching and instruction for individuals and groups, and the measurement of training effects.

    Career Video

    Additional videos and more information available on CareerOneStop

    Pay

    • Ohio Annual Salary 103620/yr
    • Typical Salary
    • Ohio Hourly Wage 49.82/hr
    • Typical Hourly Wage

    Ohio Employment Trends

    • Currently Employed 4,730
    • Yearly Projected Openings 340

    Typical Education

    Personality

    Investigative: People interested in this work like activities that include ideas, thinking, and figuring things out.They do well at jobs that need:
    • Innovation
    • Achievement Orientation
    • Intellectual Curiosity
    • Cautiousness
    • Integrity
    • Attention to Detail

    Tools

    • Desktop computer
    • Mainframe computer
    • Notebook computer
    • Personal computer

    Technology

    • Access software
    • Accounting software
    • Analytical or scientific software
    • Application server software
    • Backup or archival software
    • Business intelligence and data analysis software
    • Cloud-based data access and sharing software
    • Cloud-based management software
    • Communications server software
    • Computer aided design CAD software
    • Customer relationship management CRM software
    • Data base management system software
    • Data base reporting software
    • Data base user interface and query software
    • Desktop communications software
    • Development environment software
    • Document management software
    • Electronic mail software
    • Enterprise application integration software
    • Enterprise resource planning ERP software
    • Enterprise system management software
    • Financial analysis software
    • Geographic information system
    • Human resources software
    • Information retrieval or search software
    • Map creation software
    • Network monitoring software
    • Object or component oriented development software
    • Office suite software
    • Operating system software
    • Presentation software
    • Process mapping and design software
    • Project management software
    • Risk management data and analysis software
    • Sales and marketing software
    • Spreadsheet software
    • Transaction security and virus protection software
    • Word processing software

    Tags

    • InDemand occupations are considered a priority by the state of Ohio.

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