Takeover 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
Checking for existing plan...

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%

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.

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.

Score History

Risk score over 3 scoring runs

-2.0

overall change

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%

Related News

Recent articles about AI affecting this occupation

5 articles

Automation shifts network engineers from manual tasks to 'masters of intent'

NetBox Labs is automating routine infrastructure management, forcing network engineers to evolve their skill sets. Professionals will now focus on defining high-level network strategies for automated systems to execute rather than manual configuration.

The New Stack2d ago

Tech Wage Compression: Senior Architecture Roles Listed for £35k

A viral job posting demanding senior-level high-performance computing and leadership skills for an entry-level salary highlights severe wage compression. Employers are exploiting current tech market saturation to drastically lower compensation.

r/recruitinghell2d ago

OpenAI's Infrastructure Shift Threatens Cloud Engineering Jobs

OpenAI is reportedly pressuring Oracle over infrastructure demands, signaling a potential shift in how major AI models are hosted. This could disrupt thousands of cloud engineering and enterprise sales roles tied to legacy tech partnerships.

Where's Your Ed At6d ago

AI workloads drive demand for data center skills amidst talent shortages

The rapid rise of machine learning workloads is straining legacy IT frameworks, creating a lucrative opportunity for workers skilled in hybrid cloud environments.

NewsData AI & JobsApr 20

How Autonomous AI Agents Are Reshaping IT Operations Roles

As AI systems move from assisting to acting autonomously, IT departments must restructure their workflows. Companies are shifting focus from manual server management to overseeing interconnected AI architectures.

The New StackApr 17

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis