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.
Also Known As:
Database Analyst
Demographer
Education Research Analyst
Mathematical Statistician
Psychometric Consultant
Quantitative Methodologist
Statistical Analyst
Statistical Consultant
Statistical Reporting Analyst
Statistician
Wages
Annual wages for Statisticians in United States
Job Outlook
Bright
New job opportunities are very likely in the future
United States
2034 Projected Employment
34,900
9% Change From 2024
Explore Statisticians video
Tasks you might complete in a day.
- Process large amounts of data for statistical modeling and graphic analysis, using computers.
- Evaluate sources of information to determine any limitations, in terms of reliability or usability.
- Report results of statistical analyses in peer-reviewed papers and technical manuals.
- Determine whether statistical methods are appropriate, based on user needs or research questions of interest.
- Report results of statistical analyses in peer-reviewed papers and technical manuals.
- Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.
- Develop and test experimental designs, sampling techniques, and analytical methods.
- Apply sampling techniques, or use complete enumeration bases to determine and define groups to be surveyed.
- Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.
- Prepare and structure data warehouses for storing data.
- Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.
- Adapt statistical methods to solve specific problems in many fields, such as economics, biology, and engineering.
- Supervise and provide instructions for workers collecting and tabulating data.
- Develop software applications or programming for statistical modeling and graphic analysis.
- Examine theories, such as those of probability and inference, to discover mathematical bases for new or improved methods of obtaining and evaluating numerical data.
- Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
- Determine whether statistical methods are appropriate, based on user needs or research questions of interest.
- Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.
- Report results of statistical analyses, including information in the form of graphs, charts, and tables.
- Identify relationships and trends in data, as well as any factors that could affect the results of research.
- Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.
- Plan data collection methods for specific projects, and determine the types and sizes of sample groups to be used.
- Report results of statistical analyses, including information in the form of graphs, charts, and tables.
- Prepare and structure data warehouses for storing data.
- Plan data collection methods for specific projects, and determine the types and sizes of sample groups to be used.
- Prepare and structure data warehouses for storing data.
- Present statistical and nonstatistical results, using charts, bullets, and graphs, in meetings or conferences to audiences such as clients, peers, and students.
Subject areas you may need to master.
- 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.
- 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.
- 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.
- 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.
- Production and Processing - Knowledge of raw materials, production processes, quality control, costs, and other techniques for maximizing the effective manufacture and distribution of goods.
- 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.
- Biology - Knowledge of plant and animal organisms, their tissues, cells, functions, interdependencies, and interactions with each other and the environment.
- 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.
- 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.
- Transportation - Knowledge of principles and methods for moving people or goods by air, rail, sea, or road, including the relative costs and benefits.
- Food Production - Knowledge of techniques and equipment for planting, growing, and harvesting food products (both plant and animal) for consumption, including storage/handling techniques.
- Mechanical - Knowledge of machines and tools, including their designs, uses, repair, and maintenance.
- Mathematics - Knowledge of arithmetic, algebra, geometry, calculus, statistics, and their applications.
- 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.
- Fine Arts - Knowledge of the theory and techniques required to compose, produce, and perform works of music, dance, visual arts, drama, and sculpture.
- History and Archeology - Knowledge of historical events and their causes, indicators, and effects on civilizations and cultures.
- 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.
- Telecommunications - Knowledge of transmission, broadcasting, switching, control, and operation of telecommunications systems.
- Economics and Accounting - Knowledge of economic and accounting principles and practices, the financial markets, banking, and the analysis and reporting of financial data.
- Computers and Electronics - Knowledge of circuit boards, processors, chips, electronic equipment, and computer hardware and software, including applications and programming.
- 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.
- Design - Knowledge of design techniques, tools, and principles involved in production of precision technical plans, blueprints, drawings, and models.
- 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.
- 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.
- 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.
- Sociology and Anthropology - Knowledge of group behavior and dynamics, societal trends and influences, human migrations, ethnicity, cultures, and their history and origins.
- Law and Government - Knowledge of laws, legal codes, court procedures, precedents, government regulations, executive orders, agency rules, and the democratic political process.
- 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.
- 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.
- 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.
- 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.
- 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.
Strengths you may need in this role.
- Science - Using scientific rules and strategies to solve problems.
- Instructing - Teaching people how to do something.
- Equipment Maintenance - Planning and doing the basic maintenance on equipment.
- Installation - Installing equipment, machines, wiring, or computer programs.
- Management of Material Resources - Managing equipment and materials.
- Speaking - Talking to others.
- Operation and Control - Using equipment or systems.
- Social Perceptiveness - Understanding people's reactions.
- Technology Design - Making equipment and technology useful for customers.
- Management of Financial Resources - Making spending decisions and keeping track of what is spent.
- Programming - Writing computer programs.
- Mathematics - Using math to solve problems.
- Persuasion - Talking people into changing their minds or their behavior.
- Reading Comprehension - Reading work-related information.
- 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.
- Monitoring - Keeping track of how well people and/or groups are doing in order to make improvements.
- Operations Analysis - Figuring out what a product or service needs to be able to do.
- Service Orientation - Looking for ways to help people.
- Time Management - Managing your time and the time of other people.
- Management of Personnel Resources - Selecting and managing the best workers for a job.
- Systems Analysis - Figuring out how a system should work and how changes in the future will affect it.
- Systems Evaluation - Measuring how well a system is working and how to improve it.
- Judgment and Decision Making - Thinking about the pros and cons of different options and picking the best one.
- Repairing - Repairing machines or systems using the right tools.
- Operations Monitoring - Watching gauges, dials, or display screens to make sure a machine is working.
- Negotiation - Bringing people together to solve differences.
- Learning Strategies - Using the best training or teaching strategies for learning new things.
- Active Listening - Listening to others, not interrupting, and asking good questions.
- Quality Control Analysis - Testing how well a product or service works.
- Troubleshooting - Figuring out what is causing equipment, machines, wiring, or computer programs to not work.
- Writing - Writing things for co-workers or customers.
- Active Learning - Figuring out how to use new ideas or things.
- Coordination - Changing what is done based on other people's actions.
- Equipment Selection - Deciding what kind of tools and equipment are needed to do a job.
- Manual Dexterity - Holding or moving items with your hands.
- Selective Attention - Paying attention to something without being distracted.
- Trunk Strength - Using your lower back and stomach.
- Near Vision - Seeing details up close.
- Category Flexibility - Grouping things in different ways.
- Number Facility - Adding, subtracting, multiplying, or dividing.
- Flexibility of Closure - Seeing hidden patterns.
- Originality - Creating new and original ideas.
- Written Comprehension - Reading and understanding what is written.
- Explosive Strength - Jumping, sprinting, or throwing something.
- Dynamic Strength - Exercising for a long time without your muscles getting tired.
- Depth Perception - Deciding which thing is closer or farther away from you, or deciding how far away it is from you.
- Dynamic Flexibility - Quickly and repeatedly bending, stretching, twisting, or reaching out with your body, arms, and/or legs.
- Response Orientation - Quickly deciding if you should move your hand, foot, or other body part.
- Static Strength - Lifting, pushing, pulling, or carrying.
- Speech Recognition - Recognizing spoken words.
- Extent Flexibility - Bending, stretching, twisting, or reaching with your body, arms, and/or legs.
- Visual Color Discrimination - Noticing the difference between colors, including shades and brightness.
- Night Vision - Seeing at night or under low light.
- Gross Body Coordination - Moving your arms, legs, and mid-section together while your whole body is moving.
- Perceptual Speed - Quickly comparing groups of letters, numbers, pictures, or other things.
- Fluency of Ideas - Coming up with lots of ideas.
- Inductive Reasoning - Making general rules or coming up with answers from lots of detailed information.
- Time Sharing - Doing two or more things at the same time.
- Sound Localization - Noticing the direction that a sound came from.
- Gross Body Equilibrium - Keeping your balance or staying upright.
- Stamina - Exercising for a long time without getting out of breath.
- Hearing Sensitivity - Telling the difference between sounds.
- Peripheral Vision - Seeing something to your side when your are looking ahead.
- Auditory Attention - Paying attention to one sound while there are other distracting sounds.
- Deductive Reasoning - Using rules to solve problems.
- Information Ordering - Ordering or arranging things.
- Visualization - Imagining how something will look after it is moved around or changed.
- Memorization - Remembering words, numbers, pictures, or steps.
- Written Expression - Communicating by writing.
- Speed of Closure - Quickly knowing what you are looking at.
- Spatial Orientation - Knowing where things are around you.
- Oral Expression - Communicating by speaking.
- Problem Sensitivity - Noticing when problems happen.
- Arm-Hand Steadiness - Keeping your arm or hand steady.
- Reaction Time - Quickly moving your hand, finger, or foot based on a sound, light, picture or other command.
- Speech Clarity - Speaking clearly.
- Wrist-Finger Speed - Making fast, simple, repeated movements of your fingers, hands, and wrists.
- Speed of Limb Movement - Quickly moving your arms and legs.
- Far Vision - Seeing details that are far away.
- Glare Sensitivity - Seeing something even if there is a glare or very bright light.
- Finger Dexterity - Putting together small parts with your fingers.
- Mathematical Reasoning - Choosing the right type of math to solve a problem.
- Oral Comprehension - Listening and understanding what people say.
- Multilimb Coordination - Using your arms and/or legs together while sitting, standing, or lying down.
- Control Precision - Quickly changing the controls of a machine, car, truck or boat.
- Rate Control - Changing when and how fast you move based on how something else is moving.
Average Education Attained
Highest level of education earned by people in this career.
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Content sourced from United States Department of Labor Employment and Training Administration ("DOLETA") and the Minnesota Department of Employment & Economic Development ("DEED")