AITakeover Tracker
32%medium risk

Computer Network Architects

Design and implement computer and information networks, such as local area networks (LAN), wide area networks (WAN), intranets, extranets, and other data communications networks. Perform network modeling, analysis, and planning. May also design network and computer security measures. May research and recommend network and data communications hardware and software.

Higher risk than 52% of occupations

AI Impact Summary

Computer Network Architects faces moderate AI displacement risk with a score of 32/100. This occupation has higher AI displacement risk than 52% of all analyzed occupations. Of 33 analyzed tasks, 4 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

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

Reading Comprehension10%

High reliance on Reading Comprehension 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.

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.

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 (11)

Complex Problem Solving75%

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

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

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

Leadership88%

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

Social Perceptiveness90%

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

Persuasion80%

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

Instructing75%

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

Negotiation85%

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

AI-Augmented Skills (7)

Critical ThinkingJudgment and Decision MakingSystems AnalysisWritingActive LearningMonitoringTechnology Design

Recommended Courses

Courses matched to Computer Network Architects skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.7pt risk

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.4pt risk

Strengthen Your Edge

Double down on skills AI can't replicate

Pluralsightadvanced

Design Patterns in C# and .NET

by Pluralsight

20 hours$29/mo4.6
Strengthens resilience: Complex Problem Solving

Estimated Impact

-2.2pt risk

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

Post-Secondary Certificate5%
Associate's Degree5%
Bachelor's Degree32%
Master's Degree14%
Doctoral/Professional Degree36%
Level 99%

Prior Experience Needed

Work experience required to enter this job

None5%
6 months - 1 year5%
2-4 years45%
4-6 years27%
6-8 years9%
Over 10 years9%

Training Provided After Hiring

How long it typically takes to learn on the job

None9%
Up to 1 month9%
1-3 months23%
3-6 months23%
6 months - 1 year14%
1-2 years14%
2-4 years5%
4-6 years5%

How AI Impacts Each Task

33 tasks analyzed

Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.

Risk: 52.9%AI: 64.62ObservedTime: 3%

Develop disaster recovery plans.

Risk: 46.4%AI: 48.6ObservedTime: 2%

Monitor and analyze network performance and reports on data input or output to detect problems, identify inefficient use of computer resources, or perform capacity planning.

Risk: 47.4%AI: 50.9ObservedTime: 3%

Coordinate network or design activities with designers of associated networks.

Risk: 23.0%AI: 20EstimatedTime: 2%

Maintain networks by performing activities such as file addition, deletion, or backup.

Risk: 69.6%AI: 51.02ObservedTime: 1%

Develop conceptual, logical, or physical network designs.

Risk: 54.7%AI: 69.12ObservedTime: 3%

Develop and implement solutions for network problems.

Risk: 49.1%AI: 55.25ObservedTime: 3%

Determine specific network hardware or software requirements, such as platforms, interfaces, bandwidths, or routine schemas.

Risk: 48.6%AI: 53.95ObservedTime: 2%

Communicate with system users to ensure accounts are set up properly or to diagnose and solve operational problems.

Risk: 30.0%AI: 37.5ObservedTime: 2%

Visit vendors, attend conferences or training sessions, or study technical journals to keep up with changes in technology.

Risk: 41.0%AI: 35EstimatedTime: 1%

Evaluate network designs to determine whether customer requirements are met efficiently and effectively.

Risk: 51.0%AI: 60EstimatedTime: 2%

Participate in network technology upgrade or expansion projects, including installation of hardware and software and integration testing.

Risk: 39.0%AI: 30EstimatedTime: 2%

Prepare detailed network specifications, including diagrams, charts, equipment configurations, or recommended technologies.

Risk: 53.2%AI: 65.5ObservedTime: 2%

Adjust network sizes to meet volume or capacity demands.

Risk: 59.0%AI: 80EstimatedTime: 2%

Develop network-related documentation.

Risk: 75.1%AI: 64.78ObservedTime: 2%

Estimate time and materials needed to complete projects.

Risk: 80.0%AI: 77EstimatedTime: 1%

Supervise engineers or other staff in the design or implementation of network solutions.

Risk: 19.0%AI: 10EstimatedTime: 2%

Coordinate network operations, maintenance, repairs, or upgrades.

Risk: 23.0%AI: 20EstimatedTime: 2%

Develop procedures to track, project, or report network availability, reliability, capacity, or utilization.

Risk: 55.0%AI: 70EstimatedTime: 2%

Research and test new or modified hardware or software products to determine performance and interoperability.

Risk: 50.1%AI: 57.8ObservedTime: 2%

Communicate with customers, sales staff, or marketing staff to determine customer needs.

Risk: 36.5%AI: 53.75ObservedTime: 2%

Prepare design presentations and proposals for staff or customers.

Risk: 38.9%AI: 59.7ObservedTime: 2%

Design, build, or operate equipment configuration prototypes, including network hardware, software, servers, or server operation systems.

Risk: 55.4%AI: 71.05ObservedTime: 2%

Prepare or monitor project schedules, budgets, or cost control systems.

Risk: 68.2%AI: 47.38ObservedTime: 1%

Develop plans or budgets for network equipment replacement.

Risk: 78.0%AI: 72EstimatedTime: 1%

Coordinate installation of new equipment.

Risk: 23.0%AI: 20EstimatedTime: 1%

Explain design specifications to integration or test engineers.

Risk: 41.7%AI: 66.67ObservedTime: 2%

Develop or maintain project reporting systems.

Risk: 74.4%AI: 63.1ObservedTime: 1%

Use network computer-aided design (CAD) software packages to optimize network designs.

Risk: 53.0%AI: 65EstimatedTime: 2%

Maintain or coordinate the maintenance of network peripherals, such as printers.

Risk: 53.0%AI: 50ObservedTime: 1%

Develop and write procedures for installation, use, or troubleshooting of communications hardware or software.

Risk: 52.1%AI: 62.65ObservedTime: 23%

Communicate with vendors to gather information about products, alert them to future needs, resolve problems, or address system maintenance issues.

Risk: 35.4%AI: 50.95ObservedTime: 18%

Design, organize, and deliver product awareness, skills transfer, or product education sessions for staff or suppliers.

Risk: 45.6%AI: 76.55ObservedTime: 10%

Protective Factors

Total protective discount: 31.0%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailAnalytical ThinkingDependabilityPersistenceIntegrityAchievement/EffortInitiativeCooperationInnovationAdaptability/FlexibilityStress ToleranceLeadership
Career Planning

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Recommendations

Skills to Develop

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

  • Information Ordering

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

  • Reading Comprehension

    High reliance on Reading Comprehension 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.

  • 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.

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.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

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

  • Leadership

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

  • Social Perceptiveness

    Social Perceptiveness 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.

  • 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.

  • Systems Analysis

    Systems Analysis 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.

Score History

Risk score over 3 scoring runs

-2.0

overall change

Checking for existing plan...