{"v":"2026-11-02","dataVersion":"ONET-30.3+BLS-MAY25","code":"15-1211.00","slug":"computer-systems-analysts","title":"Computer Systems Analysts","alt":["Systems Analyst","IT Analyst","Computer Analyst","IT Systems Analyst","Technical Analyst","Information Systems Analyst","Database Analyst","Applications Analyst","Configuration Analyst","Business Systems Analyst","ERP Consultant","Systems Analysis Specialist"],"employment":519530,"wage":{"median":105850,"p25":82860,"p75":134110},"growthPct":8.7,"exposure":67,"taskCount":22,"highCount":16,"midCount":3,"lowCount":3,"aeiObserved":9,"fit":{"mix":{"none":0,"efficient":8.8,"standard":30.8,"frontier":60.4},"counts":{"none":0,"efficient":2,"standard":7,"frontier":13},"recommended":"frontier","coveragePct":100,"addressablePct":100},"tasks":[{"t":"Troubleshoot program and system malfunctions to restore normal functioning.","imp":4.24,"exp":99.27,"src":"aei","tier":"frontier","gwa":"Working with Computers","auto":0.9045,"aug":0.0955},{"t":"Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.","imp":4.05,"exp":98.69,"src":"aei","tier":"frontier","gwa":"Providing Consultation and Advice to Others","auto":0.8695,"aug":0.1305},{"t":"Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.","imp":4,"exp":20,"src":"heuristic","tier":"standard","gwa":"Monitoring Processes, Materials, or Surroundings","auto":0.9583,"aug":0.0417},{"t":"Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.","imp":3.97,"exp":73.53,"src":"aei","tier":"frontier","gwa":"Thinking Creatively","auto":0.5128,"aug":0.4872},{"t":"Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.","imp":3.78,"exp":50,"src":"heuristic","tier":"frontier","gwa":"Working with Computers","auto":0.9524,"aug":0.0476},{"t":"Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.","imp":3.71,"exp":78.71,"src":"aei","tier":"frontier","gwa":"Working with Computers","auto":0.6725,"aug":0.3275},{"t":"Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.","imp":3.6,"exp":84.52,"src":"aei","tier":"standard","gwa":"Analyzing Data or Information","auto":0.388,"aug":0.612},{"t":"Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.","imp":3.6,"exp":65,"src":"heuristic","tier":"frontier","gwa":"Analyzing Data or Information","auto":0.8614,"aug":0.1386},{"t":"Consult with management to ensure agreement on system principles.","imp":3.57,"exp":60,"src":"heuristic","tier":"standard","gwa":"Communicating with Supervisors, Peers, or Subordinates"},{"t":"Specify inputs accessed by the system and plan the distribution and use of the results.","imp":3.48,"exp":50,"src":"heuristic","tier":"frontier","gwa":"Making Decisions and Solving Problems"},{"t":"Expand or modify system to serve new purposes or improve work flow.","imp":3.47,"exp":82.21,"src":"aei","tier":"frontier","gwa":"Thinking Creatively","auto":0.689,"aug":0.311},{"t":"Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.","imp":3.44,"exp":75,"src":"heuristic","tier":"efficient","gwa":"Getting Information"},{"t":"Train staff and users to work with computer systems and programs.","imp":3.43,"exp":35,"src":"heuristic","tier":"standard","gwa":"Training and Teaching Others","auto":0.619,"aug":0.381},{"t":"Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects.","imp":3.39,"exp":75,"src":"heuristic","tier":"frontier","gwa":"Guiding, Directing, and Motivating Subordinates"},{"t":"Assess the usefulness of pre-developed application packages and adapt them to a user environment.","imp":3.34,"exp":40,"src":"aei","tier":"efficient","gwa":"Judging the Qualities of Objects, Services, or People","auto":0.5648,"aug":0.4352},{"t":"Determine computer software or hardware needed to set up or alter systems.","imp":3.33,"exp":75,"src":"heuristic","tier":"frontier","gwa":"Making Decisions and Solving Problems"},{"t":"Develop, document, and revise system design procedures, test procedures, and quality standards.","imp":3.21,"exp":50,"src":"heuristic","tier":"frontier","gwa":"Developing Objectives and Strategies"},{"t":"Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.","imp":3.21,"exp":73.53,"src":"aei","tier":"standard","gwa":"Getting Information","auto":0.604,"aug":0.396},{"t":"Recommend new equipment or software packages.","imp":3.11,"exp":60,"src":"heuristic","tier":"frontier","gwa":"Providing Consultation and Advice to Others","auto":0.313,"aug":0.687},{"t":"Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.","imp":3.08,"exp":75,"src":"heuristic","tier":"standard","gwa":"Communicating with Supervisors, Peers, or Subordinates","auto":0.5111,"aug":0.4889},{"t":"Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.","imp":3.08,"exp":73.53,"src":"aei","tier":"frontier","gwa":"Thinking Creatively","auto":0.4409,"aug":0.5591},{"t":"Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation.","imp":2.78,"exp":75,"src":"heuristic","tier":"standard","gwa":"Estimating the Quantifiable Characteristics of Products, Events, or Information"}],"adjacent":[{"code":"13-1111.00","slug":"management-analysts","title":"Management Analysts","overlap":0.76,"months":9,"exposure":55.3,"strong":true},{"code":"15-1212.00","slug":"information-security-analysts","title":"Information Security Analysts","overlap":0.73,"months":10,"exposure":65.1,"strong":true},{"code":"15-1299.08","slug":"computer-systems-engineers-architects","title":"Computer Systems Engineers/Architects","overlap":0.7,"months":11,"exposure":57.9,"strong":true},{"code":"15-1244.00","slug":"network-and-computer-systems-administrators","title":"Network and Computer Systems Administrators","overlap":0.68,"months":12,"exposure":43.7,"strong":true},{"code":"15-1231.00","slug":"computer-network-support-specialists","title":"Computer Network Support Specialists","overlap":0.67,"months":12,"exposure":43.3,"strong":true}]}
