AITakeover Tracker
42%medium risk

Network and Computer Systems Administrators

SOC: 15-1142.00 · Job Zone 4 (Considerable preparation)

Install, configure, and support an organization's local area network (LAN), wide area network (WAN), and Internet systems or a segment of a network system. Monitor network to ensure network availability to all system users and may perform necessary maintenance to support network availability. May monitor and test Web site performance to ensure Web sites operate correctly and without interruption. May assist in network modeling, analysis, planning, and coordination between network and data communications hardware and software. May supervise computer user support specialists and computer network support specialists. May administer network security measures.

Medium RiskEst. full displacement: 20382046high confidence
Raw task score: 55.0Protective discount: 24.5%20 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Network and Computer Systems Administrators faces moderate AI displacement risk with a score of 42/100. Significant displacement is estimated between 2038 and 2046. Of 20 analyzed tasks, 6 are highly automatable, particularly in routine_cognitive. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Protective Factors

Total protective discount: 24.5%

Skill Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Programming15%

High reliance on Programming is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (7)

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (5)

Systems AnalysisCritical ThinkingJudgment and Decision MakingWritingActive Learning

Recommendations

Skills to Develop

These skills are at risk from AI automation. Network and Computer Systems Administrators professionals should diversify beyond them.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Programming

    High reliance on Programming is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

  • Instructing

    Instructing is AI-resistant — strengthening this skill provides durable career protection.

  • Persuasion

    Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Task Breakdown

20 tasks analyzed

Maintain and administer computer networks and related computing environments including computer hardware, systems software, applications software, and all configurations.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 11%

Perform data backups and disaster recovery operations.

Routine CognitiveAI: 85Risk: 83.2Time: 5%

Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.

Non-Routine AnalyticalAI: 45Risk: 45.0Time: 13%

Configure, monitor, and maintain email applications or virus protection software.

Routine CognitiveAI: 90Risk: 85.2Time: 5%

Operate master consoles to monitor the performance of computer systems and networks, and to coordinate computer network access and use.

Routine CognitiveAI: 85Risk: 83.2Time: 5%

Monitor network performance to determine whether adjustments need to be made, and to determine where changes will need to be made in the future.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 5%

Plan, coordinate, and implement network security measures to protect data, software, and hardware.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 7%

Analyze equipment performance records to determine the need for repair or replacement.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 4%

Implement and provide technical support for voice services and equipment, such as private branch exchange, voice mail system, and telecom system.

Non-Routine AnalyticalAI: 50Risk: 47.0Time: 4%

Confer with network users about how to solve existing system problems.

Non-Routine InterpersonalAI: 40Risk: 31.0Time: 7%

Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 5%

Design, configure, and test computer hardware, networking software and operating system software.

Non-Routine AnalyticalAI: 55Risk: 49.0Time: 7%

Perform routine network startup and shutdown procedures, and maintain control records.

Routine CognitiveAI: 85Risk: 83.2Time: 3%

Load computer tapes and disks, and install software and printer paper or forms.

Routine ManualAI: 30Risk: 45.0Time: 2%

Train people in computer system use.

Non-Routine InterpersonalAI: 35Risk: 29.0Time: 4%

Maintain logs related to network functions, as well as maintenance and repair records.

Routine CognitiveAI: 90Risk: 85.2Time: 3%

Gather data pertaining to customer needs, and use the information to identify, predict, interpret, and evaluate system and network requirements.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 3%

Coordinate with vendors and with company personnel to facilitate purchases.

Non-Routine InterpersonalAI: 30Risk: 27.0Time: 3%

Research new technologies by attending seminars, reading trade articles, or taking classes, and implement or recommend the implementation of new technologies.

Non-Routine AnalyticalAI: 55Risk: 49.0Time: 2%

Maintain an inventory of parts for emergency repairs.

Routine CognitiveAI: 85Risk: 83.2Time: 2%

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Career Planning

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