Technology · SOC 15-1211
AI handles routine troubleshooting and documentation, but bridging human workflow needs to technical systems still requires an analyst.
A large share of tasks is exposed; the role will change a lot.
Timeline: Agentic AI tools are already automating configuration analysis and basic troubleshooting tickets; within 3-5 years the role shifts heavily toward change leadership and stakeholder alignment rather than technical execution.
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$132,000 median pay
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Industry pages show which sectors this occupation feeds and the AI companies driving the shift.
AI job-risk card
Computer Systems Analysts is at risk on AIFear. A large share of tasks is exposed; the role will change a lot.
AIFear.com
Our AI Fear Score for Computer Systems Analysts is 58/100 (At risk). A large share of tasks is exposed; the role will change a lot.
58 out of 100, based on an AI-model review of this occupation's O*NET tasks against what current AI can actually do.
Most exposed: Troubleshooting standard system and program errors, Documenting current system configurations, Producing routine user-facing system guides, Coordinating compatibility across existing systems. Harder to automate: Interviewing workers to uncover undocumented processes, Negotiating system scope with management, Translating ambiguous business needs into specifications.
Lean into Business process modeling, AI-assisted systems design, Requirements elicitation, Change management, Cloud architecture fundamentals. Consider roles such as Enterprise Architect or Business Analyst or IT Strategy Consultant.
Tasks, skills and AI-exposure for this role were reviewed by an AI model against its O*NET task profile (curated roles use published research anchors). Pay and employment, where shown, are U.S. BLS OEWS (May 2024) figures. This is an estimate, not a prediction about any individual's job. Compare all occupations.