BETA

Updated: Feb 6

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BETA

Updated: Feb 6

Evolving

Last Update: 11/21/2025

Your role’s AI Resilience Score is

36.5%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
High

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

Computer Systems Analysts

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

View analysis
Chat with Coach
Latest news
More career info

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 analysis

Contributing 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

Learn about this score
Changing fast iconChanging fast

21.4%

21.4%

Microsoft's Working with AI

AI Applicability

Learn about this score
Changing fast iconChanging fast

10.9%

10.9%

Anthropic's Economic Index

Changing fast iconChanging fast

1.7%

1.7%

Will Robots Take My Job

Automation Resilience

Learn about this score
Evolving iconEvolving

32.5%

32.5%

High Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

8.7%

Growth Percentile:

90.1%

Annual Openings:

34.2

Annual Openings Pct:

77.5%

Analysis of Current AI Resilience

Computer Systems Analysts

Updated Quarterly • Last Update: 11/21/2025

Analysis
Suggested Actions
State of Automation

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].

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AI Adoption

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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More Career Info

Career: Computer Systems Analysts

Employment & Wage Data

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

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

65% ResilienceCore Task

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

2

55% ResilienceCore Task

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

3

35% ResilienceCore Task

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

4

35% ResilienceCore Task

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

5

35% ResilienceCore Task

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

6

35% ResilienceCore Task

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

7

35% ResilienceCore Task

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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