JOB REPORT / 15-1211 · 39 TASKS

Computer Systems Analysts.

Can AI do the work of Computer Systems Analysts?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

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How many tasks do you use AI to assist with at work?

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The parts of your job AI can already do most of:

Determine computer software or hardware needed to set up…
Develop, document, and revise system design procedures, test procedures…
Prepare cost-benefit and return-on-investment analyses to aid in decisions…

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A guided certificate program in AI-assisted Computer Systems Analysts work. It covers the 39 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

39 of 39 tasks reviewed

We went through all 39 core tasks in this job, one at a time.

Task by task, from the work Computer Systems Analysts actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

TASK 01
Determine computer software or hardware needed to set up or alter systems.
AI DOES
Searches specs, compares options, and drafts hardware/software recommendations
YOU DO
Validate choices against the actual system constraints and business goals
TASK 02
Develop, document, and revise system design procedures, test procedures, and quality standards.
AI DOES
Drafts procedure templates, generates boilerplate documentation, and suggests quality checklists
YOU DO
Validate that procedures match your actual systems and stakeholder needs
TASK 03
Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation.
AI DOES
Pulls together cost models, fills in ROI formulas, and drafts comparison tables from data you provide
YOU DO
Validate the assumptions, weigh intangible benefits, and tailor the story to what decision-makers actually care about
TASK 04
Troubleshoot program and system malfunctions to restore normal functioning.
AI DOES
Scans error logs, flags likely causes, and suggests fix steps
YOU DO
Apply system-specific knowledge and decide which fix is safe to run
TASK 05
Identify, collect, record, or analyze data relevant to the nursing care of patients.
AI DOES
Flags patterns in patient data, auto-fills structured fields, and surfaces relevant records quickly
YOU DO
Verify clinical accuracy and apply nursing-context judgment to ambiguous or complex cases
TASK 06
Analyze computer and information technologies to determine applicability to nursing practice, education, administration, and research.
AI DOES
Searches literature, summarizes tech specs, and flags relevant tools quickly
YOU DO
Apply nursing knowledge and stakeholder insight to judge real-world fit
TASK 07
Specify inputs accessed by the system and plan the distribution and use of the results.
AI DOES
Drafts input specifications, maps data flows, and suggests distribution plans based on system requirements
YOU DO
Validate that specs match actual business needs and stakeholder expectations
TASK 08
Translate nursing practice information between nurses and systems engineers, analysts, or designers, using object-oriented models or other techniques.
AI DOES
Drafts object models, summarizes nursing workflows, and suggests data structures from plain-language descriptions
YOU DO
Verify clinical accuracy and build trust between nurses and technical teams
TASK 09
Develop, implement, or evaluate health information technology applications, tools, processes, or structures to assist nurses with data management.
AI DOES
Drafts system requirements, summarizes best practices, and flags workflow gaps in documentation
YOU DO
Talk to nurses directly and lead real-world testing and rollout
TASK 10
Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.
AI DOES
Suggests fixes, searches known issues, and drafts step-by-step instructions
YOU DO
Listen to the user, read the situation, and decide the right solution
TASK 11
Develop strategies, policies or procedures for introducing, evaluating, or modifying information technology applied to nursing practice, administration, education, or research.
AI DOES
Drafts policy templates, summarizes research on health IT best practices, and flags regulatory requirements
YOU DO
Apply deep knowledge of your specific facility, staff realities, and patient safety needs to make final calls
TASK 12
Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in informatics.
AI DOES
Summarizes new research papers, flags trending topics, and drafts meeting notes
YOU DO
Build real relationships at conferences and read between the lines in colleague conversations
TASK 13
Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.
AI DOES
Generates data models, drafts system diagrams, and surfaces design options from requirements
YOU DO
Interview stakeholders, weigh business priorities, and own the final design decisions
TASK 14
Use informatics science to design or implement health information technology applications for resolution of clinical or health care administrative problems.
AI DOES
Drafts system architecture, writes starter code, and suggests data standards like HL7 or FHIR
YOU DO
Validate that designs actually match how clinicians work and meet compliance rules
TASK 15
Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.
AI DOES
Drafts system maps, flags compatibility gaps, and suggests integration approaches
YOU DO
Build relationships across teams and make judgment calls about what trade-offs the organization can live with
TASK 16
Develop or deliver training programs for health information technology, creating operating manuals as needed.
AI DOES
Drafts training outlines, writes manual sections, and suggests instructional formats
YOU DO
Customize content to your specific system, staff needs, and real-world clinic situations
TASK 17
Expand or modify system to serve new purposes or improve work flow.
AI DOES
Generates code snippets, flags bottlenecks, and drafts system design options
YOU DO
Talk to stakeholders and decide what the business actually needs
TASK 18
Train staff and users to work with computer systems and programs.
AI DOES
Drafts training guides, quizzes, and step-by-step tutorials
YOU DO
Read learner confusion and adapt your teaching in the moment
TASK 19
Provide consultation to nurses regarding hardware or software configuration.
AI DOES
Drafts step-by-step config guides, looks up error codes, and summarizes technical docs instantly
YOU DO
Listen carefully to each nurse's unique situation and adapt advice on the spot
TASK 20
Apply knowledge of computer science, information science, nursing, and informatics theory to nursing practice, education, administration, or research, in collaboration with other health informatics specialists.
AI DOES
Summarizes informatics research, drafts documentation, suggests data models, and flags patterns in health data
YOU DO
Bring clinical wisdom and build trust across nursing and tech teams
TASK 21
Inform local, state, national, and international health policies related to information management and communication, confidentiality and security, patient safety, infrastructure development, and economics.
AI DOES
Summarizes regulations, drafts policy briefs, and pulls data trends from large health datasets
YOU DO
Build trust with decision-makers and weigh the real-world tradeoffs that affect patient lives
TASK 22
Design, conduct, or provide support to nursing informatics research.
AI DOES
Searches literature, summarizes findings, and helps analyze data patterns
YOU DO
Bring clinical nursing knowledge and research ethics judgment to shape the study
TASK 23
Consult with management to ensure agreement on system principles.
AI DOES
Drafts talking points, summarizes system options, and flags potential conflicts in proposals
YOU DO
Build trust and read people to get real buy-in from leadership
TASK 24
Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects.
AI DOES
Drafts project timelines, tracks progress, flags bottlenecks, and summarizes team updates
YOU DO
Build trust, resolve conflicts, and make the final calls on people and priorities
TASK 25
Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.
AI DOES
Drafts survey questions, organizes interview notes, and finds patterns in responses
YOU DO
Show up in person, watch real work happen, and ask the right follow-up questions
TASK 26SOURCE-BACKED TASK
Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.
AI DOES
Scans code and flags potential bugs automatically
YOU DO
Decide which fixes matter most
About this analysis
49% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 27SOURCE-BACKED TASK
Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.
AI DOES
Runs automated tests and flags system issues
YOU DO
Decide priorities and coordinate teams
About this analysis
47% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 28SOURCE-BACKED TASK
Design, develop, select, test, implement, and evaluate new or modified informatics solutions, data structures, and decision-support mechanisms to support patients, health care professionals, and their information management and human-computer and human-technology interactions within health care contexts.
AI DOES
Generates code templates and tests basic functionality
YOU DO
Ensure solutions actually help patients and doctors
About this analysis
43% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 29SOURCE-BACKED TASK
Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.
AI DOES
Builds models and runs complex calculations quickly
YOU DO
Define the right problem to solve
About this analysis
43% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 30
Plan, install, repair, or troubleshoot telehealth technology applications or systems in homes.
AI DOES
Suggests troubleshooting steps, explains setup guides, and helps document installation notes
YOU DO
Show up, connect the hardware, and adapt to each patient's unique home setup
TASK 31SOURCE-BACKED TASK
Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.
AI DOES
Generates flowcharts and diagrams from requirements
YOU DO
Define the real goals and logic
About this analysis
39% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 32SOURCE-BACKED TASK
Analyze and interpret patient, nursing, or information systems data to improve nursing services.
AI DOES
Processes data patterns and generates initial insights
YOU DO
Judge what changes will help patients
About this analysis
27% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 33SOURCE-BACKED TASK
Develop or implement policies or practices to ensure the privacy, confidentiality, or security of patient information.
AI DOES
Scans regulations and suggests policy templates
YOU DO
Weigh risks and decide what fits
About this analysis
26% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 34SOURCE-BACKED TASK
Assess the usefulness of pre-developed application packages and adapt them to a user environment.
AI DOES
Scans packages and suggests compatibility matches
YOU DO
Judge fit for your specific needs
About this analysis
26% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 35SOURCE-BACKED TASK
Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.
AI DOES
Suggests technical solutions and gathers requirements
YOU DO
Understand the real business problem
About this analysis
25% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 36SOURCE-BACKED TASK
Recommend new equipment or software packages.
AI DOES
Suggests options based on specs and reviews
YOU DO
Know your team's real needs
About this analysis
23% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 37SOURCE-BACKED TASK
Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.
AI DOES
Summarizes key points from technical documentation
YOU DO
Connect insights to real user needs
About this analysis
8% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 38SOURCE-BACKED TASK
Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.
AI DOES
Generates code snippets and suggests frameworks
YOU DO
Design the architecture and solve problems
About this analysis
7% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 39SOURCE-BACKED TASK
Disseminate information about nursing informatics science and practice to the profession, other health care professions, nursing students, and the public.
AI DOES
Drafts newsletters, posts, and presentation slides
YOU DO
Shape the message for each audience
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

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AT A GLANCE

Occupation: Computer Systems Analysts
SOC code: 15-1211
Tasks reviewed: 39 of 39

How we assess

PAY & OUTLOOK

Compare pay by state

Median pay (national): $105,850 · BLS OEWS 2025
Median pay (Colorado): $127,750 · BLS OEWS 2025
Employed (national): 519,530
Employed in Colorado: 6,230
Job outlook: +8.7% by 2034 · ~34,200 openings/yr

Wages from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics. National figures cover the United States. Job outlook is national.

How does this fit your work?

Earn a certificate in your job

Your job, task by task.

Determine computer software or hardware needed to set up or alter systems.

Develop, document, and revise system design procedures, test procedures, and quality standards.

Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation.

Troubleshoot program and system malfunctions to restore normal functioning.

Identify, collect, record, or analyze data relevant to the nursing care of patients.

Analyze computer and information technologies to determine applicability to nursing practice, education, administration, and research.

Specify inputs accessed by the system and plan the distribution and use of the results.

Translate nursing practice information between nurses and systems engineers, analysts, or designers, using object-oriented models or other techniques.

Develop, implement, or evaluate health information technology applications, tools, processes, or structures to assist nurses with data management.

Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.

Develop strategies, policies or procedures for introducing, evaluating, or modifying information technology applied to nursing practice, administration, education, or research.

Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in informatics.

Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.

Use informatics science to design or implement health information technology applications for resolution of clinical or health care administrative problems.

Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.

Develop or deliver training programs for health information technology, creating operating manuals as needed.

Expand or modify system to serve new purposes or improve work flow.

Train staff and users to work with computer systems and programs.

Provide consultation to nurses regarding hardware or software configuration.

Apply knowledge of computer science, information science, nursing, and informatics theory to nursing practice, education, administration, or research, in collaboration with other health informatics specialists.

Inform local, state, national, and international health policies related to information management and communication, confidentiality and security, patient safety, infrastructure development, and economics.

Design, conduct, or provide support to nursing informatics research.

Consult with management to ensure agreement on system principles.

Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects.

Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.

Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.

Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.

Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.

Plan, install, repair, or troubleshoot telehealth technology applications or systems in homes.

Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.

Analyze and interpret patient, nursing, or information systems data to improve nursing services.

Develop or implement policies or practices to ensure the privacy, confidentiality, or security of patient information.

Assess the usefulness of pre-developed application packages and adapt them to a user environment.

Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.

Recommend new equipment or software packages.

Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.

Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.

Disseminate information about nursing informatics science and practice to the profession, other health care professions, nursing students, and the public.

Practice AI.Use your judgment.

Practice AI.
Use your judgment.