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Computer Programmers

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Create, modify, and test the code and scripts that allow computer applications to run. Work from specifications drawn up by software and web developers or other individuals. May develop and write computer programs to store, locate, and retrieve specific documents, data, and information.


Sample of reported job titles: Analyst Programmer, Application Programmer Analyst, Computer Programmer, Computer Programmer Analyst, Internet Programmer, Java Developer, Programmer, Programmer Analyst, Web Applications Programmer, Web Programmer


Tasks  |  Technology Skills  |  Tools Used  |  Knowledge  |  Skills  |  Abilities  |  Work Activities  |  Detailed Work Activities  |  Work Context  |  Job Zone  |  Education  |  Credentials  |  Interests  |  Work Styles  |  Work Values  |  Related Occupations  |  Wages & Employment  |  Job Openings  |  Additional Information


Tasks

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  • Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.See more occupations related to this task.
  • Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.See more occupations related to this task.
  • Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.See more occupations related to this task.
  • Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.See more occupations related to this task.
  • Consult with managerial, engineering, and technical personnel to clarify program intent, identify problems, and suggest changes.See more occupations related to this task.
  • Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.See more occupations related to this task.
  • Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.See more occupations related to this task.
  • Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.See more occupations related to this task.
  • Consult with and assist computer operators or system analysts to define and resolve problems in running computer programs.See more occupations related to this task.
  • Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.See more occupations related to this task.
  • Write or contribute to instructions or manuals to guide end users.See more occupations related to this task.
  • Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program’s instructions.See more occupations related to this task.
  • Assign, coordinate, and review work and activities of programming personnel.See more occupations related to this task.
  • Train subordinates in programming and program coding.See more occupations related to this task.
  • Develop Web sites.See more occupations related to this task.

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Technology Skills

Show fewer All 51 displayed     Show 4 tools used
  • Access software — Citrix Hot technologySee more occupations related to this technology.
  • Accounting software — Tax softwareSee more occupations related to this technology.
  • Analytical or scientific software — IBM SPSS Statistics Hot technology ; Minitab Hot technology ; SAS Hot technology ; The MathWorks MATLAB Hot technology (see all 6 examples)See more occupations related to this technology.
  • Application server software — Docker Hot technology ; Red Hat OpenShift Hot technology ; Red Hat WildFly Hot technology ; Spring Boot Hot technology (see all 6 examples)See more occupations related to this technology.
  • Backup or archival software — Veritas NetBackupSee more occupations related to this technology.
  • Business intelligence and data analysis software — IBM Cognos Impromptu Hot technology ; MicroStrategy Hot technology ; Oracle Business Intelligence Enterprise Edition Hot technology ; Qlik Tech QlikView Hot technology (see all 5 examples)See more occupations related to this technology.
  • Communications server software — IBM DominoSee more occupations related to this technology.
  • Compiler and decompiler software — Command interpreters; Inline code expander software; Mixed code generator; Threaded code compiler (see all 14 examples)See more occupations related to this technology.
  • Computer aided design CAD software Hot technology — Bentley MicroStation Hot technology ; Computer aided design and drafting CADD software; Dassault Systemes CATIASee more occupations related to this technology.
  • Configuration management software — Chef; Perforce Helix software; Puppet Hot technology ; VMWare Hot technology (see all 6 examples)See more occupations related to this technology.
  • Content workflow software — Atlassian JIRA Hot technology ; Emerald Software Group Emerald Green Office; Workflow softwareSee more occupations related to this technology.
  • Data base management system software — Amazon DynamoDB Hot technology ; Elasticsearch Hot technology ; MongoDB Hot technology ; Oracle PL/SQL Hot technology (see all 19 examples)See more occupations related to this technology.
  • Data base reporting software — Microsoft SQL Server Reporting Services Hot technology ; ReCrystallize Crystal Reports; SAP Crystal Reports Hot technologySee more occupations related to this technology.
  • Data base user interface and query software — Amazon Elastic Compute Cloud EC2 Hot technology ; Apache Hive Hot technology ; Oracle JDBC Hot technology ; Transact-SQL Hot technology (see all 15 examples)See more occupations related to this technology.
  • Data mining software — Google Analytics Hot technologySee more occupations related to this technology.
  • Desktop publishing software — Microsoft PublisherSee more occupations related to this technology.
  • Development environment software — Apache Ant Hot technology ; Apache Kafka Hot technology ; Common business oriented language COBOL Hot technology ; Go Hot technology (see all 60 examples)See more occupations related to this technology.
  • Document management software — Adobe Systems Adobe Acrobat Hot technology ; Virage VS ArchiveSee more occupations related to this technology.
  • Electronic mail software — IBM Notes Hot technology ; Microsoft Exchange Hot technologySee more occupations related to this technology.
  • Enterprise application integration software — Atlassian Bamboo Hot technology ; IBM WebSphere Hot technology ; Microsoft SQL Server Integration Services SSIS Hot technology ; Oracle Fusion Middleware Hot technology (see all 10 examples)See more occupations related to this technology.
  • Enterprise resource planning ERP software Hot technology — Microsoft Dynamics GP Hot technology ; NetSuite ERP Hot technology ; Oracle Hyperion Hot technology ; Oracle JD Edwards EnterpriseOne Hot technology (see all 10 examples)See more occupations related to this technology.
  • Enterprise system management software — IBM Power Systems software; Microsoft Systems Management Server; Splunk Enterprise Hot technologySee more occupations related to this technology.
  • Expert system software — Ansible software Hot technologySee more occupations related to this technology.
  • File versioning software — Apache Subversion SVN Hot technology ; Git Hot technologySee more occupations related to this technology.
  • Financial analysis software — Delphi Technology; Oracle E-Business Suite FinancialsSee more occupations related to this technology.
  • Graphical user interface development software — Basis BBx VisualPRO/5; Graphical user interfaces GUI; Salesforce Visualforce Hot technologySee more occupations related to this technology.
  • Graphics or photo imaging software — Adobe Systems Adobe Flash; Adobe Systems Adobe Illustrator Hot technology ; Adobe Systems Adobe Photoshop Hot technology ; Microsoft Visio Hot technology (see all 6 examples)See more occupations related to this technology.
  • Human resources software — Human resource management software HRMSSee more occupations related to this technology.
  • Industrial control software — Supervisory control and data acquisition SCADA software Hot technologySee more occupations related to this technology.
  • Map creation software — ESRI ArcGIS software Hot technology ; Geographic information system GIS software Hot technologySee more occupations related to this technology.
  • Medical software — Epic Systems Hot technologySee more occupations related to this technology.
  • Metadata management software — CA Erwin Data ModelerSee more occupations related to this technology.
  • Network monitoring software — Nagios Hot technology ; Network intrusion prevention systems NIPS; Snort; Wireshark Hot technologySee more occupations related to this technology.
  • Network security and virtual private network VPN equipment software — Virtual private networking VPN software Hot technologySee more occupations related to this technology.
  • Object or component oriented development software — Advanced business application programming ABAP Hot technology ; Apache Spark Hot technology ; Objective C Hot technology ; Scala Hot technology (see all 31 examples)See more occupations related to this technology.
  • Object oriented data base management software — Hibernate ORM; Microsoft Visual FoxPro; PostgreSQL Hot technologySee more occupations related to this technology.
  • Office suite software — Microsoft Office Hot technologySee more occupations related to this technology.
  • Operating system software — Microsoft Windows Server Hot technology ; Oracle Solaris Hot technology ; Red Hat Enterprise Linux Hot technology ; UNIX Shell Hot technology (see all 14 examples)See more occupations related to this technology.
  • Platform interconnectivity software — Amazon Web Services AWS CloudFormation Hot technologySee more occupations related to this technology.
  • Portal server software — Apache HTTP Server Hot technologySee more occupations related to this technology.
  • Presentation software — Microsoft PowerPoint Hot technologySee more occupations related to this technology.
  • Program testing software — Hewlett Packard LoadRunner; JUnit Hot technology ; Selenium Hot technology ; Symbolic debugger software (see all 7 examples)See more occupations related to this technology.
  • Project management software — Confluence Hot technology ; Microsoft Project Hot technology ; Microsoft SharePoint Hot technologySee more occupations related to this technology.
  • Requirements analysis and system architecture software — Unified modeling language UML Hot technologySee more occupations related to this technology.
  • Spreadsheet software — Microsoft Excel Hot technologySee more occupations related to this technology.
  • Storage networking software — Amazon Simple Storage Service S3 Hot technologySee more occupations related to this technology.
  • Transaction security and virus protection software — McAfeeSee more occupations related to this technology.
  • Transaction server software — Customer information control system CICSSee more occupations related to this technology.
  • Web page creation and editing software — Adobe Systems Adobe Dreamweaver; CoffeeCup The HTML Editor; Microsoft FrontPageSee more occupations related to this technology.
  • Web platform development software — Backbone.js Hot technology ; Microsoft ASP.NET Core MVC Hot technology ; React Hot technology ; Spring Framework Hot technology (see all 29 examples)See more occupations related to this technology.
  • Word processing software — Microsoft Word Hot technologySee more occupations related to this technology.

Hot technology Hot Technology — a technology requirement frequently included in employer job postings.

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Knowledge

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  • Computers and Electronics — Knowledge of circuit boards, processors, chips, electronic equipment, and computer hardware and software, including applications and programming.See more occupations related to this knowledge.
  • Mathematics — Knowledge of arithmetic, algebra, geometry, calculus, statistics, and their applications.See more occupations related to this knowledge.
  • 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.See more occupations related to this knowledge.
  • English Language — Knowledge of the structure and content of the English language including the meaning and spelling of words, rules of composition, and grammar.See more occupations related to this knowledge.
  • 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.See more occupations related to this knowledge.
  • 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.See more occupations related to this knowledge.

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Skills

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  • Programming — Writing computer programs for various purposes.See more occupations related to this skill.
  • Active Listening — Giving full attention to what other people are saying, taking time to understand the points being made, asking questions as appropriate, and not interrupting at inappropriate times.See more occupations related to this skill.
  • Complex Problem Solving — Identifying complex problems and reviewing related information to develop and evaluate options and implement solutions.See more occupations related to this skill.
  • Critical Thinking — Using logic and reasoning to identify the strengths and weaknesses of alternative solutions, conclusions or approaches to problems.See more occupations related to this skill.
  • Quality Control Analysis — Conducting tests and inspections of products, services, or processes to evaluate quality or performance.See more occupations related to this skill.
  • Reading Comprehension — Understanding written sentences and paragraphs in work related documents.See more occupations related to this skill.
  • Systems Analysis — Determining how a system should work and how changes in conditions, operations, and the environment will affect outcomes.See more occupations related to this skill.
  • Judgment and Decision Making — Considering the relative costs and benefits of potential actions to choose the most appropriate one.See more occupations related to this skill.
  • Writing — Communicating effectively in writing as appropriate for the needs of the audience.See more occupations related to this skill.
  • Active Learning — Understanding the implications of new information for both current and future problem-solving and decision-making.See more occupations related to this skill.
  • Mathematics — Using mathematics to solve problems.See more occupations related to this skill.
  • Operations Analysis — Analyzing needs and product requirements to create a design.See more occupations related to this skill.
  • Social Perceptiveness — Being aware of others’ reactions and understanding why they react as they do.See more occupations related to this skill.
  • Speaking — Talking to others to convey information effectively.See more occupations related to this skill.
  • Systems Evaluation — Identifying measures or indicators of system performance and the actions needed to improve or correct performance, relative to the goals of the system.See more occupations related to this skill.
  • Time Management — Managing one’s own time and the time of others.See more occupations related to this skill.
  • Coordination — Adjusting actions in relation to others’ actions.See more occupations related to this skill.
  • Monitoring — Monitoring/Assessing performance of yourself, other individuals, or organizations to make improvements or take corrective action.See more occupations related to this skill.

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Abilities

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  • Written Comprehension — The ability to read and understand information and ideas presented in writing.See more occupations related to this ability.
  • Near Vision — The ability to see details at close range (within a few feet of the observer).See more occupations related to this ability.
  • Oral Comprehension — The ability to listen to and understand information and ideas presented through spoken words and sentences.See more occupations related to this ability.
  • Deductive Reasoning — The ability to apply general rules to specific problems to produce answers that make sense.See more occupations related to this ability.
  • Inductive Reasoning — The ability to combine pieces of information to form general rules or conclusions (includes finding a relationship among seemingly unrelated events).See more occupations related to this ability.
  • Information Ordering — The ability to arrange things or actions in a certain order or pattern according to a specific rule or set of rules (e.g., patterns of numbers, letters, words, pictures, mathematical operations).See more occupations related to this ability.
  • Problem Sensitivity — The ability to tell when something is wrong or is likely to go wrong. It does not involve solving the problem, only recognizing there is a problem.See more occupations related to this ability.
  • Oral Expression — The ability to communicate information and ideas in speaking so others will understand.See more occupations related to this ability.
  • Speech Recognition — The ability to identify and understand the speech of another person.See more occupations related to this ability.
  • Written Expression — The ability to communicate information and ideas in writing so others will understand.See more occupations related to this ability.
  • Mathematical Reasoning — The ability to choose the right mathematical methods or formulas to solve a problem.See more occupations related to this ability.
  • Number Facility — The ability to add, subtract, multiply, or divide quickly and correctly.See more occupations related to this ability.
  • Selective Attention — The ability to concentrate on a task over a period of time without being distracted.See more occupations related to this ability.
  • Speech Clarity — The ability to speak clearly so others can understand you.See more occupations related to this ability.
  • Flexibility of Closure — The ability to identify or detect a known pattern (a figure, object, word, or sound) that is hidden in other distracting material.See more occupations related to this ability.
  • Fluency of Ideas — The ability to come up with a number of ideas about a topic (the number of ideas is important, not their quality, correctness, or creativity).See more occupations related to this ability.
  • Originality — The ability to come up with unusual or clever ideas about a given topic or situation, or to develop creative ways to solve a problem.See more occupations related to this ability.

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Work Activities

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  • Interacting With Computers — Using computers and computer systems (including hardware and software) to program, write software, set up functions, enter data, or process information.See more occupations related to this activity.
  • Processing Information — Compiling, coding, categorizing, calculating, tabulating, auditing, or verifying information or data.See more occupations related to this activity.
  • Analyzing Data or Information — Identifying the underlying principles, reasons, or facts of information by breaking down information or data into separate parts.See more occupations related to this activity.
  • Getting Information — Observing, receiving, and otherwise obtaining information from all relevant sources.See more occupations related to this activity.
  • Making Decisions and Solving Problems — Analyzing information and evaluating results to choose the best solution and solve problems.See more occupations related to this activity.
  • Thinking Creatively — Developing, designing, or creating new applications, ideas, relationships, systems, or products, including artistic contributions.See more occupations related to this activity.
  • Identifying Objects, Actions, and Events — Identifying information by categorizing, estimating, recognizing differences or similarities, and detecting changes in circumstances or events.See more occupations related to this activity.
  • Updating and Using Relevant Knowledge — Keeping up-to-date technically and applying new knowledge to your job.See more occupations related to this activity.
  • Communicating with Supervisors, Peers, or Subordinates — Providing information to supervisors, co-workers, and subordinates by telephone, in written form, e-mail, or in person.See more occupations related to this activity.
  • Estimating the Quantifiable Characteristics of Products, Events, or Information — Estimating sizes, distances, and quantities; or determining time, costs, resources, or materials needed to perform a work activity.See more occupations related to this activity.
  • Documenting/Recording Information — Entering, transcribing, recording, storing, or maintaining information in written or electronic/magnetic form.See more occupations related to this activity.
  • Developing Objectives and Strategies — Establishing long-range objectives and specifying the strategies and actions to achieve them.See more occupations related to this activity.
  • Organizing, Planning, and Prioritizing Work — Developing specific goals and plans to prioritize, organize, and accomplish your work.See more occupations related to this activity.
  • Developing and Building Teams — Encouraging and building mutual trust, respect, and cooperation among team members.See more occupations related to this activity.
  • Evaluating Information to Determine Compliance with Standards — Using relevant information and individual judgment to determine whether events or processes comply with laws, regulations, or standards.See more occupations related to this activity.
  • Interpreting the Meaning of Information for Others — Translating or explaining what information means and how it can be used.See more occupations related to this activity.
  • Establishing and Maintaining Interpersonal Relationships — Developing constructive and cooperative working relationships with others, and maintaining them over time.See more occupations related to this activity.
  • Monitor Processes, Materials, or Surroundings — Monitoring and reviewing information from materials, events, or the environment, to detect or assess problems.See more occupations related to this activity.
  • Provide Consultation and Advice to Others — Providing guidance and expert advice to management or other groups on technical, systems-, or process-related topics.See more occupations related to this activity.
  • Coordinating the Work and Activities of Others — Getting members of a group to work together to accomplish tasks.See more occupations related to this activity.

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Detailed Work Activities

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  • Modify software programs to improve performance.See more occupations related to this activity.
  • Write computer programming code.See more occupations related to this activity.
  • Test software performance.See more occupations related to this activity.
  • Resolve computer software problems.See more occupations related to this activity.
  • Collaborate with others to resolve information technology issues.See more occupations related to this activity.
  • Develop diagrams or flow charts of system operation.See more occupations related to this activity.
  • Develop models of information or communications systems.See more occupations related to this activity.
  • Document design or development procedures.See more occupations related to this activity.
  • Train others in computer interface or software use.See more occupations related to this activity.
  • Test computer system operations to ensure proper functioning.See more occupations related to this activity.
  • Prepare instruction manuals.See more occupations related to this activity.
  • Assign duties or work schedules to employees.See more occupations related to this activity.
  • Manage information technology projects or system activities.See more occupations related to this activity.
  • Supervise information technology personnel.See more occupations related to this activity.
  • Design websites or web applications.See more occupations related to this activity.
  • Develop computer or online applications.See more occupations related to this activity.
  • Teach others to use computer equipment or hardware.See more occupations related to this activity.
  • Coordinate project activities with other personnel or departments.See more occupations related to this activity.

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Work Context

Show fewer All 17 displayed
  • Electronic Mail — 100% responded “Every day.”See more occupations related to this work context.
  • Spend Time Sitting — 90% responded “Continually or almost continually.”See more occupations related to this work context.
  • Face-to-Face DiscussionsSee more occupations related to this work context.
  • Indoors, Environmentally ControlledSee more occupations related to this work context.
  • Importance of Being Exact or Accurate — 64% responded “Extremely important.”See more occupations related to this work context.
  • Work With Work Group or Team — 41% responded “Extremely important.”See more occupations related to this work context.
  • Contact With Others — 66% responded “Constant contact with others.”See more occupations related to this work context.
  • Time Pressure — 40% responded “Every day.”See more occupations related to this work context.
  • Duration of Typical Work Week — 24% responded “40 hours.”See more occupations related to this work context.
  • Level of Competition — 46% responded “Highly competitive.”See more occupations related to this work context.
  • Freedom to Make Decisions — 29% responded “Some freedom.”See more occupations related to this work context.
  • Structured versus Unstructured Work — 31% responded “Some freedom.”See more occupations related to this work context.
  • Telephone — 33% responded “Every day.”See more occupations related to this work context.
  • Spend Time Making Repetitive Motions — 36% responded “Never.”See more occupations related to this work context.
  • Impact of Decisions on Co-workers or Company Results — 40% responded “Minor results.”See more occupations related to this work context.
  • Importance of Repeating Same Tasks — 31% responded “Not important at all.”See more occupations related to this work context.
  • Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or ControlsSee more occupations related to this work context.

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Job Zone

Title Job Zone Four: Considerable Preparation Needed
Education Most of these occupations require a four-year bachelor’s degree, but some do not.
Related Experience A considerable amount of work-related skill, knowledge, or experience is needed for these occupations. For example, an accountant must complete four years of college and work for several years in accounting to be considered qualified.
Job Training Employees in these occupations usually need several years of work-related experience, on-the-job training, and/or vocational training.
Job Zone Examples Many of these occupations involve coordinating, supervising, managing, or training others. Examples include real estate brokers, sales managers, database administrators, graphic designers, chemists, art directors, and cost estimators.
SVP Range (7.0 to < 8.0)

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Education


Percentage of Respondents
Education Level Required
88   Bachelor’s degree
9   Associate’s degree
3   Some college, no degree

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Credentials

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Interests

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Interest code: IC   Want to discover your interests? Take the O*NET Interest Profiler at My Next Move.

  • Investigative — Investigative occupations frequently involve working with ideas, and require an extensive amount of thinking. These occupations can involve searching for facts and figuring out problems mentally.See more occupations related to this interest.
  • Conventional — Conventional occupations frequently involve following set procedures and routines. These occupations can include working with data and details more than with ideas. Usually there is a clear line of authority to follow.See more occupations related to this interest.

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Work Styles

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  • Attention to Detail — Job requires being careful about detail and thorough in completing work tasks.See more occupations related to this work style.
  • Analytical Thinking — Job requires analyzing information and using logic to address work-related issues and problems.See more occupations related to this work style.
  • Integrity — Job requires being honest and ethical.See more occupations related to this work style.
  • Cooperation — Job requires being pleasant with others on the job and displaying a good-natured, cooperative attitude.See more occupations related to this work style.
  • Independence — Job requires developing one’s own ways of doing things, guiding oneself with little or no supervision, and depending on oneself to get things done.See more occupations related to this work style.
  • Achievement/Effort — Job requires establishing and maintaining personally challenging achievement goals and exerting effort toward mastering tasks.See more occupations related to this work style.
  • Initiative — Job requires a willingness to take on responsibilities and challenges.See more occupations related to this work style.
  • Persistence — Job requires persistence in the face of obstacles.See more occupations related to this work style.
  • Dependability — Job requires being reliable, responsible, and dependable, and fulfilling obligations.See more occupations related to this work style.
  • Self Control — Job requires maintaining composure, keeping emotions in check, controlling anger, and avoiding aggressive behavior, even in very difficult situations.See more occupations related to this work style.
  • Adaptability/Flexibility — Job requires being open to change (positive or negative) and to considerable variety in the workplace.See more occupations related to this work style.
  • Innovation — Job requires creativity and alternative thinking to develop new ideas for and answers to work-related problems.See more occupations related to this work style.
  • Stress Tolerance — Job requires accepting criticism and dealing calmly and effectively with high stress situations.See more occupations related to this work style.
  • Concern for Others — Job requires being sensitive to others’ needs and feelings and being understanding and helpful on the job.See more occupations related to this work style.
  • Leadership — Job requires a willingness to lead, take charge, and offer opinions and direction.See more occupations related to this work style.
  • Social Orientation — Job requires preferring to work with others rather than alone, and being personally connected with others on the job.See more occupations related to this work style.

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Work Values

Show fewer All 3 displayed
  • Achievement — Occupations that satisfy this work value are results oriented and allow employees to use their strongest abilities, giving them a feeling of accomplishment. Corresponding needs are Ability Utilization and Achievement.See more occupations related to this work value.
  • Working Conditions — Occupations that satisfy this work value offer job security and good working conditions. Corresponding needs are Activity, Compensation, Independence, Security, Variety and Working Conditions.See more occupations related to this work value.
  • Independence — Occupations that satisfy this work value allow employees to work on their own and make decisions. Corresponding needs are Creativity, Responsibility and Autonomy.See more occupations related to this work value.

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Related Occupations

Show fewer All 7 displayed
15-1211.00 Computer Systems Analysts Bright Outlook
15-1242.00 Database Administrators Bright Outlook
15-1253.00 Software Quality Assurance Analysts and Testers   Bright Outlook Bright Outlook
15-1254.00 Web Developers Bright Outlook
15-1299.02 Geographic Information Systems Technologists and Technicians Bright Outlook
19-4061.00 Social Science Research Assistants Bright Outlook
43-9111.00 Statistical Assistants Bright Outlook

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