Last Update: 11/21/2025
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
What does this resilience result mean?
These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
They improve how companies use computers by studying their systems, finding problems, and suggesting solutions to make everything work better.
Summary
The career of a Computer Systems Analyst is labeled as "Evolving" because many of their tasks, like monitoring networks and suggesting solutions, are increasingly being automated by AI tools. These tools can perform some of the routine tasks faster and more efficiently, potentially reducing the need for human analysts in those areas.
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Learn more about how you can thrive in this position
Summary
The career of a Computer Systems Analyst is labeled as "Evolving" because many of their tasks, like monitoring networks and suggesting solutions, are increasingly being automated by AI tools. These tools can perform some of the routine tasks faster and more efficiently, potentially reducing the need for human analysts in those areas.
Read full analysisContributing Sources
AI Resilience
All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.
CareerVillage.org's AI Resilience Analysis
AI Task Resilience
Microsoft's Working with AI
AI Applicability
Anthropic's Economic Index
AI Resilience
Will Robots Take My Job
Automation Resilience
High Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Computer Systems Analysts
Updated Quarterly • Last Update: 11/21/2025

State of Automation & Augmentation
Right now, AI tools are helping systems analysts rather than taking over. For example, automation software can monitor networks and sift through logs to spot likely problems early [1]. Experts stress that AI acts as a “helper” to IT staff, not a full replacement [1].
You might see chatbots or analytics suggest solutions, but people still do the tricky parts. In one recent review, authors noted AI could in theory aid choosing new equipment or software, but real-world use in procurement is still very low [2]. In practice, tasks like fixing code bugs, helping users, and reading technical manuals may use AI-driven tools (for example, coding assistants or knowledge-base search), but a human still checks and applies these insights.
Importantly, the human side remains key: communication, creativity or teamwork can’t be automated easily [3].

AI Adoption
Companies adopt AI tools in IT support for faster work and predictive fixes. Many AI services (like chatbots or code assistants) are commercially available now, so businesses can try them to save time. Also, demand for systems analysts is growing – the U.S. Bureau of Labor Statistics projects 9% job growth from 2024–34 [3] – so firms may use AI to help busy staff.
However, adoption can be slow because setting up AI is costly and requires training. Small organizations often just use outside consultants instead of installing complex AI systems [3] [3]. Trust and legal concerns also play a role: people tend to want a human in charge of big decisions and security.
In the end, experts note companies usually use AI to augment analysts. As one IT writer put it, AI is “better viewed as augmented intelligence – it’s there to help IT staff, not replace them” [1]. This means system analysts with skills in problem-solving and communication will still be valuable, even as AI tools grow.

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Median Wage
$103,790
Jobs (2024)
521,100
Growth (2024-34)
+8.7%
Annual Openings
34,200
Education
Bachelor's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects.
Train staff and users to work with computer systems and programs.
Provide staff and users with assistance solving computer related problems, such as malfunctions and program problems.
Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.
Expand or modify system to serve new purposes or improve work flow.
Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling and information engineering.
Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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