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 solve unique computer problems by designing and maintaining systems or software, ensuring technology runs smoothly in ways not covered by other specific computer jobs.
Summary
This career is labeled as "Evolving" because many routine tasks, like filling out forms, monitoring systems, and generating reports, are being automated by AI tools. These AI advancements can handle repetitive work, reducing the need for people to do these tasks manually.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
Summary
This career is labeled as "Evolving" because many routine tasks, like filling out forms, monitoring systems, and generating reports, are being automated by AI tools. These AI advancements can handle repetitive work, reducing the need for people to do these tasks manually.
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
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 Occupations (misc)
Updated Quarterly • Last Update: 11/21/2025

State of Automation & Augmentation
Many routine parts of these computer jobs are already helped by AI tools. For example, some AI programs can now click buttons and fill out forms for you. Reuters reported that OpenAI made a tool called Operator which can even browse websites and do tasks that a person would normally click through [1].
Other AI watches over computer systems: for instance, TeamViewer’s software uses AI to check for faults in devices and can suggest or apply fixes based on past patterns [2]. Programmers also get AI help – tools like Codex or Claude can read an error message and suggest how to fix it [3]. Even spreadsheet and data-reporting tasks are getting AI assistance; one study notes jobs involving reports or data analysis are very likely to use AI, since the software can generate reports and formulas automatically [4].
In short, many routine computer-set up and monitoring tasks can be partly automated or at least augmented by AI. However, experts emphasize that humans are still needed. AI assistants require skilled oversight [3], and any step that involves hands-on work (like loading printer paper or dealing with hardware in person) remains a human task [2].
In other words, AI may speed up repetitive parts of the job, but it usually works together with people who make decisions and do the physical work.

AI Adoption
These AI tools are already available for companies to try, but adoption will come at its own pace. Many big software products now include AI helpers (for example, coding assistants or system monitors) that a business can turn on if they want [2] [3]. Also, demand for these jobs is strong: the government projects computer support jobs will grow about 9% by 2033 [5], so companies will need many experts.
If hiring is expensive or there is a worker shortage, businesses might be more interested in using AI for routine work. On the other hand, adding AI isn’t always easy or cheap. For example, one company spent \$720 million to add smart AI features to its help-desk system [2].
Companies and workers also worry about privacy and control – tools like TeamViewer’s AI only run if customers agree to share their data [2]. Many parts of the job still benefit from the human touch: tasks involving personal interaction, creativity, or teamwork (like helping a frustrated user or solving a new problem) are hard for AI to automate [2] [4]. Experts stress that human qualities – problem-solving, teamwork, judgment and so on – will stay important even as AI becomes more common [4] [3].
In practice, companies will probably roll out AI gradually – using it to speed up routine tasks while keeping people involved in the complex or personal parts of the job.

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Median Wage
$108,970
Jobs (2024)
472,000
Growth (2024-34)
+8.2%
Annual Openings
31,300
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 and train peripheral equipment operators and computer operator trainees.
Load peripheral equipment with selected materials for operating runs, or oversee loading of peripheral equipment by peripheral equipment operators.
Oversee the operation of computer hardware systems, including coordinating and scheduling the use of computer terminals and networks to ensure efficient use.
Enter commands, using computer terminal, and activate controls on computer and peripheral equipment to integrate and operate equipment.
Monitor the system for equipment failure or errors in performance.
Notify supervisor or computer maintenance technicians of equipment malfunctions.
Respond to program error messages by finding and correcting problems or terminating the program.
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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