Computer Systems Analysts

Computer and Mathematical
0%
AI Risk
42% AI risk — Medium risk level
Moderate Risk

AI Risk Assessment: This role is classified as Medium Risk for automation. This role will likely evolve with AI integration but maintains significant human value.

AI Impact Analysis

Understanding the automation risk factors for Computer Systems Analysts professionals:

  • Work environment requires human interaction and presence
  • High volume of data entry and record-keeping tasks
  • Rules-based calculation and processing workflows

What Computer Systems Analysts Do

Core role overview and primary functions:

Computer Systems Analysts is experiencing meaningful AI augmentation, with technology reshaping—but not replacing—core workflows. Common activities include prepare cost-benefit and return-on-investment analyses to aid in... and Key responsibilities focus on working with computers. Professionals who blend domain expertise with AI tools for analysis and workflow automation will benefit most.

Key Responsibilities

Core activities and duties typically performed by Computer Systems Analysts professionals:

  • Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation
  • Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed
  • Recommend new equipment or software packages
  • Confer with clients regarding the nature of the information processing or computation needs a computer program is to address
  • Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs

Human Advantage Skills

To thrive in an AI-enhanced workplace, Computer Systems Analysts professionals should focus on:

  • Domain-specific knowledge
  • Strategic thinking and planning
  • Technology integration skills
  • Cross-functional collaboration
  • Quality assurance and oversight
  • Client relationship management

Task Risk Analysis

Breakdown of individual tasks and their estimated automation exposure levels.

TaskRisk %
Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation.68%
Interview or survey workers, observe job performance, or perform the job to...71%
Analyze information processing or computation needs and plan and design computer systems,...83%
Recommend new equipment or software packages.66%
Confer with clients regarding the nature of the information processing or computation...68%
View 3 more tasks
TaskRisk %
Define the goals of the system and devise flow charts and diagrams...68%
Assess the usefulness of pre-developed application packages and adapt them to a...83%
Develop, document, and revise system design procedures, test procedures, and quality standards.83%

Note: We show representative tasks for clarity. Detailed methodology available on request.

Career Outlook

Future prospects and market trends for Computer Systems Analysts professionals:

Computer Systems Analysts professionals can expect a positive career outlook with opportunities for growth and evolution. The integration of AI tools is likely to enhance productivity and create new specializations within the field. Success will depend on embracing technology as a collaborative partner.

Safer Career Pivots

Alternative career paths with lower automation risk:

Upskilling Recommendations

Recommended learning paths to stay competitive in the AI era:

Current Job Openings

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Data Sources & Methodology

Understanding how we calculate AI automation risk:

Low Risk (0–33%)
Human-centric skills dominate.
Medium Risk (34–66%)
Roles evolve with AI integration.
High Risk (67%+)
Significant automation pressure.

Sources: O*NET, BLS, and our rule-based/context analysis. Last updated 11/4/2025.

Computer Systems Analysts — AI Risk 42% | IMJS