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Date: 06/15/2025

Data Warehousing Specialists

Design, model, or implement corporate data warehousing activities. Program and configure warehouses of database information and provide support to warehouse users.

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    Work Activities

    Work Activities

    • Test software systems or applications for software enhancements or new products.
    • Map data between source systems, data warehouses, and data marts.
    • Create or implement metadata processes and frameworks.
    • Write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.
    • Write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.
    • Select methods, techniques, or criteria for data warehousing evaluative procedures.
    • Perform system analysis, data analysis or programming, using a variety of computer languages and procedures.
    • Implement business rules via stored procedures, middleware, or other technologies.
    • Write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.
    • Develop and implement data extraction procedures from other systems, such as administration, billing, or claims.
    • Develop data warehouse process models, including sourcing, loading, transformation, and extraction.
    • Design, implement, or operate comprehensive data warehouse systems to balance optimization of data access with batch loading and resource utilization factors, according to customer requirements.
    • Perform system analysis, data analysis or programming, using a variety of computer languages and procedures.
    • Review designs, codes, test plans, or documentation to ensure quality.
    • Create plans, test files, and scripts for data warehouse testing, ranging from unit to integration testing.
    • Provide or coordinate troubleshooting support for data warehouses.
    • Develop or maintain standards, such as organization, structure, or nomenclature, for the design of data warehouse elements, such as data architectures, models, tools, and databases.
    • Perform system analysis, data analysis or programming, using a variety of computer languages and procedures.
    • Design and implement warehouse database structures.
    • Create supporting documentation, such as metadata and diagrams of entity relationships, business processes, and process flow.
    • Create supporting documentation, such as metadata and diagrams of entity relationships, business processes, and process flow.
    • Prepare functional or technical documentation for data warehouses.
    • Implement business rules via stored procedures, middleware, or other technologies.
    • Verify the structure, accuracy, or quality of warehouse data.

    Skills

    • Complex Problem Solving

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

    • Service Orientation

      Looking for ways to help people.

    • Social Perceptiveness

      Understanding people's reactions.

    • Reading Comprehension

      Reading work-related information.

    • Systems Analysis

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

    • Troubleshooting

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

    • Judgment and Decision Making

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

    • Writing

      Writing things for co-workers or customers.

    • Instructing

      Teaching people how to do something.

    • Equipment Maintenance

      Planning and doing the basic maintenance on equipment.

    • Technology Design

      Making equipment and technology useful for customers.

    • Coordination

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

    • Time Management

      Managing your time and the time of other people.

    • Operations Analysis

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

    • Repairing

      Repairing machines or systems using the right tools.

    • Science

      Using scientific rules and strategies to solve problems.

    • Systems Evaluation

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

    • Active Learning

      Figuring out how to use new ideas or things.

    • Negotiation

      Bringing people together to solve differences.

    • Programming

      Writing computer programs.

    • Mathematics

      Using math to solve problems.

    • Operations Monitoring

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

    • Critical Thinking

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

    • Management of Material Resources

      Managing equipment and materials.

    • Management of Personnel Resources

      Selecting and managing the best workers for a job.

    • Persuasion

      Talking people into changing their minds or their behavior.

    • Speaking

      Talking to others.

    • Equipment Selection

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

    • Learning Strategies

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

    • Monitoring

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

    • Active Listening

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

    • Operation and Control

      Using equipment or systems.

    • Quality Control Analysis

      Testing how well a product or service works.

    • Management of Financial Resources

      Making spending decisions and keeping track of what is spent.

    • Installation

      Installing equipment, machines, wiring, or computer programs.

    WorkKeys®

    Applied Math
    N/A
    Workplace Documents
    N/A
    Graphic Literacy
    N/A

    Abilities

    • Speech Clarity

      Speaking clearly.

    • Peripheral Vision

      Seeing something to your side when your are looking ahead.

    • Rate Control

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

    • Explosive Strength

      Jumping, sprinting, or throwing something.

    • Time Sharing

      Doing two or more things at the same time.

    • Auditory Attention

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

    • Fluency of Ideas

      Coming up with lots of ideas.

    • Inductive Reasoning

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

    • Problem Sensitivity

      Noticing when problems happen.

    • Arm-Hand Steadiness

      Keeping your arm or hand steady.

    • Perceptual Speed

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

    • 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.

    • Written Expression

      Communicating by writing.

    • Extent Flexibility

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

    • Static Strength

      Lifting, pushing, pulling, or carrying.

    • Originality

      Creating new and original ideas.

    • Gross Body Coordination

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

    • Oral Expression

      Communicating by speaking.

    • Dynamic Strength

      Exercising for a long time without your muscles getting tired.

    • Trunk Strength

      Using your lower back and stomach.

    • Oral Comprehension

      Listening and understanding what people say.

    • Night Vision

      Seeing at night or under low light.

    • Sound Localization

      Noticing the direction that a sound came from.

    • Speech Recognition

      Recognizing spoken words.

    • Hearing Sensitivity

      Telling the difference between sounds.

    • Wrist-Finger Speed

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

    • Speed of Limb Movement

      Quickly moving your arms and legs.

    • Stamina

      Exercising for a long time without getting out of breath.

    • Gross Body Equilibrium

      Keeping your balance or staying upright.

    • Written Comprehension

      Reading and understanding what is written.

    • Glare Sensitivity

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

    • Spatial Orientation

      Knowing where things are around you.

    • Selective Attention

      Paying attention to something without being distracted.

    • 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.

    • Number Facility

      Adding, subtracting, multiplying, or dividing.

    • Speed of Closure

      Quickly knowing what you are looking at.

    • Manual Dexterity

      Holding or moving items with your hands.

    • Deductive Reasoning

      Using rules to solve problems.

    • Near Vision

      Seeing details up close.

    • Multilimb Coordination

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

    • Information Ordering

      Ordering or arranging things.

    • Flexibility of Closure

      Seeing hidden patterns.

    • Visual Color Discrimination

      Noticing the difference between colors, including shades and brightness.

    • Mathematical Reasoning

      Choosing the right type of math to solve a problem.

    • Dynamic Flexibility

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

    • Visualization

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

    • Control Precision

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

    • Category Flexibility

      Grouping things in different ways.

    • Far Vision

      Seeing details that are far away.

    • Finger Dexterity

      Putting together small parts with your fingers.

    Knowledge

    • Fine Arts

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

    • 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.

    • Production and Processing

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

    • 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.

    • Telecommunications

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

    • 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.

    • 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.

    • 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.

    • English Language

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

    • 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.

    • 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.

    • Mechanical

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

    • Design

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

    • Biology

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

    • 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.

    • Economics and Accounting

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

    • 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.

    • 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.

    • 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.

    • 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.

    • 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.

    • Transportation

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

    • 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.

    • 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.

    • Mathematics

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

    • 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.

    • Sociology and Anthropology

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

    • 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.

    • Law and Government

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

    • Computers and Electronics

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

    • History and Archeology

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

    Career Video

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    Pay

    • Ohio Annual Salary 127230/yr
    • Typical Salary
    • Ohio Hourly Wage 61.17/hr
    • Typical Hourly Wage

    Ohio Employment Trends

    • Currently Employed 68,000
    • Yearly Projected Openings 4200

    Typical Education

    Personality

    Conventional: People interested in this work like activities that include data, detail, and regular routines.They do well at jobs that need:
    • Analytical Thinking
    • Attention to Detail
    • Initiative
    • Persistence
    • Cooperation
    • Dependability

    Tools

    • Computer servers
    • Desktop computers
    • High end computer servers
    • Mainframe computers
    • Notebook computers
    • Personal computers
    • Special purpose telephones

    Technology

    • 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
    • Clustering software
    • Communications server software
    • Configuration management software
    • Content workflow software
    • Customer relationship management CRM software
    • Data base management system software
    • Data base reporting software
    • Data base user interface and query software
    • Data mining software
    • Desktop publishing software
    • Development environment software
    • Document management software
    • Electronic mail software
    • Enterprise application integration software
    • Enterprise resource planning ERP software
    • File versioning software
    • Financial analysis software
    • Geographic information system
    • Human resources software
    • Information retrieval or search software
    • Metadata management software
    • Network monitoring software
    • Object or component oriented development software
    • Object oriented data base management software
    • Office suite software
    • Operating system software
    • Portal server software
    • Presentation software
    • Process mapping and design software
    • Project management software
    • Requirements analysis and system architecture software
    • Spreadsheet software
    • Storage networking software
    • Transaction security and virus protection software
    • Transaction server software
    • Web platform development software
    • Word processing software

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