No, though the role is splitting in two and only one half is growing. Federal figures put computer network architects at 8 percent growth from 2025 to 2035, much faster than average, taking that occupation from 181,800 positions to roughly 195,900 with median pay of $134,050. Over the same decade network and computer systems administrators are forecast to decline 4 percent, losing about 13,200 positions at median pay of $99,130.
Those two numbers describe the same field pulling apart. Design and architecture are growing. Operating and maintaining what somebody else designed is shrinking. Which side of that line you sit on matters far more than any general claim about AI.
Key points
- Design is growing, operations is declining. Architects at 8 percent growth, administrators at minus 4 percent, in the same infrastructure.
- Configuration is the exposed task. Generating device configuration, writing automation scripts and parsing logs are all things models now do quickly.
- Physical work does not automate. Cabling, patching, hardware replacement and site surveys still need someone present.
- Accountability sits with a person. When a network fails, an organisation needs someone who understands why and can be held responsible for the fix.
- Pay is strong on the architecture side, at $134,050 median, which reflects where the value moved.
What network engineers actually do
The job covers a wider range than the title suggests, and the parts face very different pressure.
Design and architecture. Deciding how traffic should flow, where redundancy belongs, how segments are isolated, how the network will handle growth and failure. This is the part that is growing.
Configuration and deployment. Translating that design into device configuration and rolling it out. Heavily automatable, and increasingly automated.
Operations and monitoring. Watching for problems, responding to alerts, applying changes. Partly automated, and the part where headcount has fallen.
Troubleshooting. Working out why something is slow or broken when the monitoring says everything is fine. Difficult to automate because the interesting failures are the ones nobody anticipated.
Physical infrastructure. Cabling, patching, hardware installation and replacement, wireless surveys. Not automatable in any near timeframe.
Security. Segmentation, access control, firewall policy and incident response. Growing steadily in every organisation.
The part that did not change
It is worth being clear about what survived automation, because it is the answer to what a network engineer should be good at now.
Someone still has to know what the network actually looks like. Not the diagram, which is usually out of date, but the real topology including the temporary link that became permanent, the device nobody documented, and the dependency that only reveals itself during an outage. In most organisations this knowledge lives in a small number of heads.
Someone still has to diagnose the failures that do not match a pattern. Intermittent packet loss that appears only under load. An application that is slow for one office and fine everywhere else. A problem that monitoring reports as healthy because the check tests the wrong thing. These are the calls where experience is the whole value, and they are exactly what automated remediation cannot handle.
Someone still has to decide what the network should do. Whether to accept a design that is simpler but less resilient. Whether a segmentation requirement is worth the operational cost. Whether the vendor’s recommendation fits this organisation. Those are judgement calls with trade-offs, and they carry consequences.
Where AI genuinely helps
The tooling is real and it saves meaningful time.
Configuration generation produces device configs from a description far faster than typing them. Log analysis and anomaly detection surface unusual patterns across large volumes of telemetry that no engineer would read manually. Predictive alerting flags failing hardware and capacity problems before they cause outages. Automated remediation restarts services and reroutes traffic according to defined rules. Documentation generation produces network diagrams and change records that engineers rarely maintain by hand.
The consistent limit is that each of these acts within boundaries somebody designed. The decisions about what should be automated, what the failure behaviour should be, and which trade-offs are acceptable are still architectural.
There is a specific hazard here too. Generated configuration can be syntactically valid and semantically wrong. It deploys cleanly and then breaks something in a way that is hard to trace. Network changes are unusually unforgiving. A bad config can remove your ability to reach the device you need to fix, which turns a five-minute error into a site visit.
This changes what review has to look for. Reviewers used to treat rough or inconsistent config as a signal that something had not been checked. That signal is gone. Generated output is uniformly tidy, including the parts that are wrong, so review has to verify behaviour against intent rather than scanning for sloppiness. Teams that kept their old review habits after adopting these tools have generally seen more incidents rather than fewer.
Why physical and hybrid work keeps a floor under this role
Three factors slow the operational decline more than the automation narrative suggests.
Networks span things nobody controls. A connection between an office, a cloud provider and a partner organisation crosses equipment owned by several parties. Diagnosing a problem across those boundaries involves phone calls, escalation and negotiation as much as technical work. None of that automates.
Hardware still fails. Switches die, optics degrade, and cables get damaged by building work. Somebody has to be physically present, and in most organisations that somebody is a network engineer rather than a dedicated field technician.
Change is risky and therefore slow. Organisations that automated aggressively elsewhere stay cautious with network change, because the failure mode takes down everything at once. That caution keeps people in the approval path even where execution is automated.
Regulated environments move slowest of all. Healthcare, finance, utilities and government all carry network requirements that must be evidenced to an auditor. Demonstrating that a change was reviewed and approved by a competent person is part of the compliance position, and an automated pipeline does not satisfy it on its own.
What to know before deciding
| Measure | Network architects | Network and systems administrators |
|---|---|---|
| Median annual pay | $134,050 | $99,130 |
| Number of jobs, 2025 | 181,800 | 323,600 |
| Projected change to 2035 | 8 percent growth | -4 percent decline |
| Employment change | +14,100 | -13,200 |
| Typical entry-level education | Bachelor’s degree | Bachelor’s degree |
Two things follow from that table.
The wage gap of roughly $35,000 between design and operations is the market pricing the difference between deciding and executing. That gap is not new, but it has widened as the operational side automated.
The growth gap matters more for anyone early in their career. An 8 percent rise against a 4 percent fall over the same decade in the same infrastructure is a clear signal about where to aim, and the transition between the two is achievable because the underlying knowledge overlaps heavily.
Set alongside the rest of the sector, the pattern is consistent. Information security analysts grow 21 percent at $129,180 median, while computer support specialists decline 3 percent. Roles defined by design and accountability grow. Roles defined by executing known procedures contract.
For context on how exposure is measured, the Bureau publishes AI exposure categories for 831 occupations and states plainly that exposure “does not imply job loss, productivity gains, automation probability, or wage effects.”
What actually changes over the next decade
- Configuration stops being a bottleneck. Writing configs and automation is much faster, which shifts value toward knowing what to configure.
- Monitoring gets better and noisier. More signals detected, more alerts to triage, and a real skill in knowing which matter.
- Review practices have to change. Generated network changes need verification against intent, not a syntax check.
- Security absorbs more of the role. Segmentation and access control keep growing in every organisation.
- Cloud networking becomes core. Traffic between cloud providers and on-premises sites is now a substantial design problem in its own right.
- Physical work persists. Cabling, hardware and site work continue to need people, and that demand is stable rather than growing.
Decision framework
Five questions if you work in networks now.
- Are you designing or operating? This single distinction predicts your trajectory better than anything else, and the two roles are often confused under one title.
- Can you explain why the network is built the way it is? Being able to defend design decisions, and say what breaks if they change, is what separates architects from operators.
- Are you moving toward security? It is the fastest-growing adjacent field, it pays well, and network engineers already understand most of the fundamentals.
- Do you know cloud networking properly? Hybrid connectivity is now a core competency rather than a specialism.
- Will you review generated changes carefully? Someone has to catch the config that looks right and is not. Network changes punish carelessness harder than most technical work.
That last skill applies well beyond infrastructure. Understanding where a model’s confident output fails, and verifying it against intent rather than appearance, transfers to any technical role. If you want a structured route in, explore Coursiv AI lessons and check current plan details on the official site.
Your next step
If you work in networks now, categorise a month of your own tickets and projects into design, configuration, operations and troubleshooting. The proportions tell you which side of the split you are actually on, which is frequently not the side your job title suggests.
One practical warning about the transition. Moving from operations to design is rarely a promotion you are offered; it is a set of responsibilities you take on while still doing the day job. That means it happens slowly and it is easy to postpone. Setting a specific target, such as owning the design for one segment or one site migration within the year, works considerably better than waiting for the opportunity to appear.
Then pick one design or security responsibility and take it properly, ideally something with a documented outcome you can point at. The move from operations to architecture is made by accumulating decisions you owned, and the cost of starting is low compared with what the wage gap implies.