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Computer Network Support Specialists

backing up network data, providing telephone support related to networking or connectivity issues and troubleshooting network or connectivity problems for users or user groups. If that's your week, this page is about your job.

The honest answer

Most tasks in this job are the kind AI has learned to do: backing up network data. The tasks, though, are not you.

Your move: three real directions from here ↓

It would be a lie to soften that; performing routine maintenance or standard repairs to networking components or equipment is what this work rebuilds around. The routes below start from it.

Your week, as this page understands it

Analyze, test, troubleshoot, and evaluate existing network systems, such as local area networks (LAN), wide area networks (WAN), cloud networks, servers, and other data communications networks. Perform network maintenance to ensure networks operate correctly with minimal interruption. The job title says “computer network support specialists”. The real job is the part underneath: performing routine maintenance or standard repairs to networking components or equipment. That is the thing someone has to be right about.

The exposed part of this job is specific, and we won’t pretend it is coming back. But computer network support specialists is not one task. It is 26 scored ones, and they are nowhere near equally exposed. The most durable of them, on this evidence, is performing routine maintenance or standard repairs to networking components or equipment, and the ledger below shows exactly why.

Where the work sits, by task weight

shifting to AI
66%
changing shape
12%
staying human
22%

These bars are tasks changing hands, not people being counted out. The ledger below shows which.

Whole-job exposure score 66 out of 100 (61–72 allowing for uncertainty): high exposure, across 26 scored tasks. The number is the support for the sentence above it, not a headline about anyone’s future.

How we know this

What is measured: Every published task statement for computer network support specialists is rated on five dimensions: can a model produce the output, does the work need a body in a room, does it need a legally accountable person, does it depend on a person being trusted in the moment, and how much data exists. A published formula turns those five ratings into the score; the model never writes the number.

How the bar is built: Each task’s share of the bar is its published importance weight, so a task you do all day counts for more than one you do twice a year.

Release: 2026-q4.1, scores computed 2026-08-04. Read the full method.

Your job, task by task

These are the official task statements for this occupation, in plain English, sorted by what the evidence says is happening to each one. The official wording sits under every line so you can check the rewrite against it.

Shifting to AI

17 tasks

Tasks today’s tools can already do most of. This is the part we will not soften: where these rows are the bulk of your week, the week changes.

  • Configuring security settings or access permissions for groups or individuals

    This is reading one thing and writing another: security settings in, a record out. That is the shape today's tools are built for.

    importance 4 · Core
    Source: “Configure security settings or access permissions for groups or individuals.” (O*NET task statement)
    How this row was scored

    Exposure score: 75 out of 100 (68–82 allowing for uncertainty): high exposure, medium confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Applying permission settings is scriptable, but deciding who should have what access is a local judgment.

    The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Backing up network data

    This is reading one thing and writing another: network data in, a record out. That is the shape today's tools are built for.

    importance 4 · Core
    Source: “Back up network data.” (O*NET task statement)
    How this row was scored

    Exposure score: 93 out of 100 (89–97 allowing for uncertainty): very high exposure, high confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Backing up network data is already scheduled and run by software rather than done by hand.

    The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Analyzing network data to determine network usage

    This is reading one thing and writing another: network data in, a record out. That is the shape today's tools are built for.

    importance 4 · Core
    Source: “Analyze network data to determine network usage, disk space availability, or server function.” (O*NET task statement)
    How this row was scored

    Exposure score: 93 out of 100 (89–97 allowing for uncertainty): very high exposure, high confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Reporting usage, disk space and server health from network data is standard monitoring output.

    The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Documenting network support activities

    This is reading one thing and writing another: network support activities in, a record out. That is the shape today's tools are built for.

    importance 4 · Core
    Source: “Document network support activities.” (O*NET task statement)
    How this row was scored

    Exposure score: 93 out of 100 (89–97 allowing for uncertainty): very high exposure, high confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Writing up what support work was done is routine record-keeping software drafts accurately.

    The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

Changing shape

3 tasks

Tasks where the machine takes the producing and a person keeps the checking, the deciding, or the answering-for-it. For most jobs this is the biggest group, and it is where "transformation, not termination" is literally visible.

  • Troubleshooting network or connectivity problems for users or user groups

    The software now makes the first pass at network, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.

    importance 4 · Core
    Source: “Troubleshoot network or connectivity problems for users or user groups.” (O*NET task statement)
    How this row was scored

    Exposure score: 48 out of 100 (41–55 allowing for uncertainty): partial exposure, medium confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Most connectivity problems follow known patterns, but reaching the user’s desk sometimes matters.

    The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.

  • Identifying the causes of networking problems

    The software now makes the first pass at the causes of networking problems, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.

    importance 4 · Core
    Source: “Identify the causes of networking problems, using diagnostic testing software and equipment.” (O*NET task statement)
    How this row was scored

    Exposure score: 56 out of 100 (49–63 allowing for uncertainty): partial exposure, medium confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Diagnosing network faults from test data is strong software territory, though some checks happen at the equipment.

    The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Installing and configuring wireless networking equipment

    The software now makes the first pass at wireless networking equipment, but part of it still happens in the physical world. So the job becomes checking and deciding rather than producing.

    importance 4 · Core
    Source: “Install and configure wireless networking equipment.” (O*NET task statement)
    How this row was scored

    Exposure score: 41 out of 100 (34–48 allowing for uncertainty): partial exposure, medium confidence.

    Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.

    The rating behind it: Wireless configuration is well documented, but access points must be mounted and positioned physically.

    The five ratings: output a model can produce 3/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.

Staying human

6 tasks

Tasks that stay with a person, because they happen in the physical world, because the rules need someone accountable, or because the value is that a specific person does them.

  • Installing new hardware or software systems or components

    This work happens in the physical world: new hardware, in a real place. Software cannot follow it there.

    importance 4 · Core
    Source: “Install new hardware or software systems or components, ensuring integration with existing network systems.” (O*NET task statement)
    How this row was scored

    Exposure score: 38 out of 100 (31–45 allowing for uncertainty): low exposure, medium confidence.

    Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.

    The rating behind it: The software side integrates easily, but new hardware has to be racked and cabled by someone.

    The five ratings: output a model can produce 3/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Performing routine maintenance or standard repairs to networking components or equipment

    This work happens in the physical world: routine maintenance, in a real place. Software cannot follow it there.

    importance 4 · Core
    Source: “Perform routine maintenance or standard repairs to networking components or equipment.” (O*NET task statement)
    How this row was scored

    Exposure score: 10 out of 100 (3–17 allowing for uncertainty): minimal exposure, medium confidence.

    Why it sits in this group: the same decision, made over and over; work that happens in the physical world.

    The rating behind it: Routine repairs to network hardware mean physically handling the equipment.

    The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Testing computer software or hardware

    This work happens in the physical world: computer software, in a real place. Software cannot follow it there.

    importance 4 · Core
    Source: “Test computer software or hardware, using standard diagnostic testing equipment and procedures.” (O*NET task statement)
    How this row was scored

    Exposure score: 38 out of 100 (31–45 allowing for uncertainty): low exposure, medium confidence.

    Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.

    The rating behind it: Software testing automates well, while hardware testing means handling the kit in person.

    The five ratings: output a model can produce 3/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

Show the other 16 tasks

  • Monitoring industry Web sites or publications for information about patches

    shifting to AI

    This is reading one thing and writing another: industry web sites in, a record out. That is the shape today's tools are built for.

    importance 4 · Core
    Source: “Monitor industry Web sites or publications for information about patches, releases, viruses, or potential problem identification.” (O*NET task statement)
    How this row was scored

    Exposure score: 100 out of 100 (96–100 allowing for uncertainty): very high exposure, high confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Watching vendor sites and bulletins for patches and threats is public reading software never tires of.

    The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.

  • Configuring and defining parameters for installation or testing of local area network

    shifting to AI

    This is reading one thing and writing another: parameters in, a record out. That is the shape today's tools are built for.

    importance 4 · Core
    Source: “Configure and define parameters for installation or testing of local area network (LAN), wide area network (WAN), hubs, routers, switches, controllers, multiplexers, or related networking equipment.” (O*NET task statement)
    How this row was scored

    Exposure score: 93 out of 100 (89–97 allowing for uncertainty): very high exposure, high confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Setting parameters for network gear follows published patterns, applied to this workplace’s own equipment list.

    The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Configuring wide area network, WAN) or local area network, LAN) routers or related equipment

    shifting to AI

    This is reading one thing and writing another: wide area network, wan) or local area network in, a record out. That is the shape today's tools are built for.

    importance 4 · Core
    Source: “Configure wide area network (WAN) or local area network (LAN) routers or related equipment.” (O*NET task statement)
    How this row was scored

    Exposure score: 93 out of 100 (89–97 allowing for uncertainty): very high exposure, high confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Router and switch configuration follows heavily documented syntax that software generates reliably.

    The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Creating or revising user instructions

    shifting to AI

    This is reading one thing and writing another: user instructions in, a record out. That is the shape today's tools are built for.

    importance 3 · Core
    Source: “Create or revise user instructions, procedures, or manuals.” (O*NET task statement)
    How this row was scored

    Exposure score: 93 out of 100 (89–97 allowing for uncertainty): very high exposure, high confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Writing and updating user instructions and manuals is exactly the kind of writing software drafts well.

    The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Documenting help desk requests and resolutions

    shifting to AI

    This is reading one thing and writing another: help desk requests in, a record out. That is the shape today's tools are built for.

    importance 3 · Core
    Source: “Document help desk requests and resolutions.” (O*NET task statement)
    How this row was scored

    Exposure score: 93 out of 100 (89–97 allowing for uncertainty): very high exposure, high confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Recording help desk tickets and how they were resolved is routine record-keeping.

    The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Maintaining logs of network activity

    shifting to AI

    This is reading one thing and writing another: logs of network activity in, a record out. That is the shape today's tools are built for.

    importance 3 · Core
    Source: “Maintain logs of network activity.” (O*NET task statement)
    How this row was scored

    Exposure score: 93 out of 100 (89–97 allowing for uncertainty): very high exposure, high confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Network activity logs are collected and maintained by the systems themselves.

    The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Running monthly network reports

    shifting to AI

    This is reading one thing and writing another: network reports in, a record out. That is the shape today's tools are built for.

    importance 3 · Core
    Source: “Run monthly network reports.” (O*NET task statement)
    How this row was scored

    Exposure score: 93 out of 100 (89–97 allowing for uncertainty): very high exposure, high confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Producing monthly network reports from system data is routine, repeatable output.

    The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Analyzing and reporting computer network security breaches or attempted breaches

    shifting to AI

    This is reading one thing and writing another: computer network security breaches in, a record out. That is the shape today's tools are built for.

    importance 4 · Core
    Source: “Analyze and report computer network security breaches or attempted breaches.” (O*NET task statement)
    How this row was scored

    Exposure score: 83 out of 100 (79–87 allowing for uncertainty): very high exposure, high confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Sifting security logs and writing up what happened is pattern work software does at speed.

    The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.

  • Researching hardware or software products to meet technical networking or security needs

    shifting to AI

    This is reading one thing and writing another: hardware in, a record out. That is the shape today's tools are built for.

    importance 3 · Core
    Source: “Research hardware or software products to meet technical networking or security needs.” (O*NET task statement)
    How this row was scored

    Exposure score: 83 out of 100 (79–87 allowing for uncertainty): very high exposure, high confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Researching hardware and software options draws on abundant public product information software searches thoroughly.

    The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.

  • Evaluating local area network, LAN) or wide area network

    shifting to AI

    This is reading one thing and writing another: local area network, lan) or wide area network in, a record out. That is the shape today's tools are built for.

    importance 4 · Core
    Source: “Evaluate local area network (LAN) or wide area network (WAN) performance data to ensure sufficient availability or speed, to identify network problems, or for disaster recovery purposes.” (O*NET task statement)
    How this row was scored

    Exposure score: 75 out of 100 (68–82 allowing for uncertainty): high exposure, medium confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Reading performance data for bottlenecks is analysis software does continuously, though recovery planning needs judgment.

    The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Creating or updating technical documentation for network installations or changes to existing installations

    shifting to AI

    This is reading one thing and writing another: technical documentation in, a record out. That is the shape today's tools are built for.

    importance 4 · Core
    Source: “Create or update technical documentation for network installations or changes to existing installations.” (O*NET task statement)
    How this row was scored

    Exposure score: 75 out of 100 (68–82 allowing for uncertainty): high exposure, medium confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Documentation drafts easily, but it only stays useful if someone knows what was actually installed.

    The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Providing telephone support related to networking or connectivity issues

    shifting to AI

    This is reading one thing and writing another: telephone support in, a record out. That is the shape today's tools are built for.

    importance 4 · Core
    Source: “Provide telephone support related to networking or connectivity issues.” (O*NET task statement)
    How this row was scored

    Exposure score: 64 out of 100 (57–71 allowing for uncertainty): high exposure, medium confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Most connectivity questions follow known patterns that a good support system can answer.

    The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.

  • Installing network software, including security or firewall software

    shifting to AI

    This is reading one thing and writing another: network software, including security or firewall software in, a record out. That is the shape today's tools are built for.

    importance 4 · Core
    Source: “Install network software, including security or firewall software.” (O*NET task statement)
    How this row was scored

    Exposure score: 62 out of 100 (55–69 allowing for uncertainty): high exposure, medium confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Installing firewall and security software follows documented steps, though some machines need visiting.

    The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.

  • Training users in procedures related to network applications software or related systems

    staying human

    The value here is that a specific person handles users and stands behind it. That is earned, not computed.

    importance 4 · Core
    Source: “Train users in procedures related to network applications software or related systems.” (O*NET task statement)
    How this row was scored

    Exposure score: 39 out of 100 (32–46 allowing for uncertainty): low exposure, medium confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; the value is that a specific person does it.

    The rating behind it: Training material writes itself easily, but people learn faster from someone in the room.

    The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.

  • Testing repaired items to ensure proper operation

    staying human

    This work happens in the physical world: repaired items, in a real place. Software cannot follow it there.

    importance 4 · Core
    Source: “Test repaired items to ensure proper operation.” (O*NET task statement)
    How this row was scored

    Exposure score: 8 out of 100 (1–15 allowing for uncertainty): minimal exposure, medium confidence.

    Why it sits in this group: work that happens in the physical world.

    The rating behind it: Testing a repaired item means having it in front of you and trying it.

    The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.

  • Installing or repairing network cables

    staying human

    This work happens in the physical world: network cables, in a real place. Software cannot follow it there.

    importance 4 · Core
    Source: “Install or repair network cables, including fiber optic cables.” (O*NET task statement)
    How this row was scored

    Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.

    Why it sits in this group: work that happens in the physical world.

    The rating behind it: Pulling and terminating network and fiber cable is physical work in ceilings and risers.

    The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.

What this job pays, and how many people do it

Median pay
$76,220a year, the middle of the range, so half earn more and half earn less.bls-oews, 2025 · May 2025 estimates (national_M2025_dl.xlsx)
How we know this

Source: bls-oews

Reference period: May 2025 estimates (national_M2025_dl.xlsx)

Rounding: Shown as published.

People doing this job
146,190in the US, 2025.bls-oews · May 2025 estimates (national_M2025_dl.xlsx)

What is deliberately not here: a forecast of how many of these jobs exist in ten years. Where an official projection exists for a market we publish it with its vintage; where it does not, we leave the space empty rather than borrow the other country’s number.

Why this is shifting

The reason is boringly specific. Most of what is shifting here is reading one thing and writing another: network data in, a record out. The rows above are exactly that shape: backing up network data and configuring security settings or access permissions for groups or individuals. What it cannot do is be there in the room, and that is still where routine maintenance gets done. Which is why this page talks about your tasks changing, not your job ending.

Your move

Over a pint: what I’d tell you if you were my friend

The exposed part of your job is the biggest part, and I am not going to dress that up: backing up network data is work today's tools do quickly and cheaply, and that is not coming back.

So, given all that: 66% of this job's task weight sits in rows the software is already learning, 12% in rows that change shape rather than disappear, and 22% in rows it is nowhere near. That is the position, measured across 26 scored tasks. It is not a forecast about you.

What you have that the software does not is performing routine maintenance or standard repairs to networking components or equipment, plus the years of knowing when something looks wrong before you can say why. That is the raw material for everything below.

This week: one thing

Sit on the machine's side of the desk. Pick one real piece of network data you would normally do yourself, let whatever software you already have take the first pass at it, and then go through what it produced and write down every single thing it got wrong. One evening this week. Do not fix anything yet. Just catch it.

What you end up holding
a written list of the machine’s mistakes, in your handwriting
How long it takes
an evening, or an hour if you pick one job rather than one client

If you can’t run software on your employer’s or your clients’ data: Do the same hunt on paper. Take one printed piece of network data, work through it the way you always do, and mark every point where you made a call rather than followed a rule. Same evening, same list, nothing to log into and nobody to ask permission from. That list is the same artifact: it is the judgment written down.

Over the next 90 days

Change one sentence about what you do. Not on a CV. Out loud, to whoever pays you. From “my job is backing up network data” to “I check what the software does and tell you what it means.” Your error list from this week is what makes that sentence true instead of a claim, so use it: show it once, to one person, inside the next ninety days. Same skills, priced as judgment rather than as typing.

Over the next 12 months

Walk toward the end of this job that answers for things, and get it recognised. Pick the one part of performing routine maintenance or standard repairs to networking components or equipment you are already best at, and spend the year making it formal: a qualification, a named responsibility, a specialism people ask for by name. Price it honestly: that is evenings, it is months rather than weeks, and the seats are competitive because everyone in your position is looking at the same door. Before you pay for anything, use CareerOneStop - Find local training. It is free, it is the Labor Department's own service, and it is listed below with the rest of the free routes.

The roads out of here, and why I am not sending you down them

I looked at the obvious moves out of this job, and here is what I found.

I checked the 12 nearest US occupations to computer network support specialists (nearest by the work that AI is not taking, not by job title), and none of them survived. The closest was computer network architects: only about 11% of its durable work is work you already do. I am not going to pretend that is comfortable news: 66% of your own task list is already in the top exposure band. But the answer on this evidence is not a sideways jump into a job with the same problem. It is to walk toward the end of this one that answers for things. “install new hardware or software systems or components, ensuring integration with existing…” is the part that stays with a person, and spending a year getting formally recognised for it beats a standing start somewhere else.

How that was checked: this job was compared against all 830 US occupations in this release on their official task statements, and the 12 nearest were examined one by one. A move that turns on an industry, an employer or a qualification rather than on the work itself will not show up in a check like that. And this release carries no licence register, so anything you are weighing needs that looked up separately.

3 moves I checked and rejected

These are the obvious-looking jumps. They are here with their reasons rather than quietly dropped, because the ones that fail are worth knowing about. It is one less thing to turn over at night.

  • Computer Network Architects

    Why it looked obvious: It came up as a near neighbour on the work AI is not taking: you already troubleshoot network or connectivity problems for users or user groups, and their equivalent is to work with personnel and facilities management staff to install, remove, or relocate user…. Across both published task lists that is about 11% of the durable work in that job.

    Why I am not recommending it: You would be starting most of it from nothing: about 11% of the durable work in that job is work you do today, and the rest you would be learning while the bills carried on.

    Look at that job’s page anyway →

  • Network and Computer Systems Administrators

    Why it looked obvious: It came up as a near neighbour on the work AI is not taking: you already install new hardware or software systems or components, ensuring integration with existing network…, and their equivalent is to diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and…. Across both published task lists that is about 8% of the durable work in that job.

    Why I am not recommending it: Almost none of it is work you already do: about 8% of the durable side of that job. That is a different job, not a next step. I will not move you off one melting floe onto another: 65% of its own task list already scores in the top exposure band (60/100 in this release), so the same software is eating it.

    Look at that job’s page anyway →

  • Software Quality Assurance Analysts and Testers

    Why it looked obvious: It came up as a near neighbour on the work AI is not taking: you already install network software, including security or firewall software, and their equivalent is to install, maintain, or use software testing programs. Across both published task lists that is about 4% of the durable work in that job.

    Why I am not recommending it: Almost none of it is work you already do: about 4% of the durable side of that job. That is a different job, not a next step. I will not move you off one melting floe onto another: 78% of its own task list already scores in the top exposure band (67/100 in this release), so the same software is eating it.

    Look at that job’s page anyway →

What I’d stop worrying about

A friend tells you what not to spend fear on. This is that list.

  • The headline number you read somewhere

    The big “X% of jobs” figures are about the whole economy, not about you. The number that describes your job is on this page: 66% of its task weight, across 26 scored tasks. Every row behind it is printed above with the source. Check ours; ignore theirs.

  • “It’s too late for me to become something else”

    You are not starting from zero, and the page shows why: performing routine maintenance or standard repairs to networking components or equipment is work the software cannot do and you already do it. The move above is a repricing of what you know, not a new career. Nobody who has just left college has that.

  • “I should learn to code”

    Almost certainly not. The value in your job is moving toward checking, deciding and answering for the output, not toward writing the software. A weekend of Python will not change your position; the error list from this week will.

  • The “obvious” next job everyone suggests

    I checked the obvious moves and most of them did not survive. The reasons are printed with the routes above, including the pay and the gate. A move that fails on the numbers is worth knowing about so you can stop turning it over at night.

You are reading the United States figures

The United Kingdom splits this work across more than one official group, of which IT technicians is the closest. The pay and employment figures are not directly comparable, and we do not average them together.

Switch to the United Kingdom page →partial match

The other groups this work is counted across:

In UK official statistics this job is counted as IT technicians and IT network professionals. Pay is shown separately for each of those groups (medians cannot be averaged together), while the task list and the scores on this page are for this group only.

Your route through this

Two honest options, and no deadline on either

Free, and complete

The moves above cost nothing. These are the real services that go with them: public, government-funded, and free at the point of use. Nothing on this page is behind an email address or a payment.

A nearby route

There's no Space built for network support specialists yet.

Collab365 Spaces is built by the same people as this site. We find the problems that AI and automation are creating inside one kind of work, then solve them as short courses, briefings and Blueprints. Each Space is the community too, so the research and the people doing your job are in the same place.

What a Space actually is, in full

The closest match is SharePoint & Teams Admins, a community for the small IT teams who own Teams, SharePoint, OneDrive and permissions, usually one to three people. It overlaps with the part of your job that is growing: the Microsoft 365 collaboration estate - permissions, sites, sharing - rather than the network itself. If that overlap isn't you, the free route below covers the same ground.

Try SharePoint & Teams Admins free →

7 days free, no card needed. Explore up to 2 Spaces before you choose a plan: you pick a plan later, not now.

After the trial it is a paid community, and you get identical data either way. If the overlap above is not your job, the moves above cost nothing and stand on their own.

Noted, and thank you. We’ll email you if a Space for network support specialists launches. Nothing else.

That did not look like an email address, so nothing was saved. Have another go below.

We could not save that. The fault is ours, not yours, and your address was not stored. Please try again later.

No Space for network support specialists yet. Should there be one?

Collab365 launches new communities where the need is real. If one for network support specialists existed, with researched problems, courses and people in the same boat, would you want in?

We use your email address for one thing: to tell you if a Space for network support specialists launches. We never sell it, never use it for unrelated marketing, and every email has a one-click unsubscribe. Our privacy policy has the full version.

This unlocks nothing. Every figure, every row and every step on this page is already yours, whether you fill this in or not.

No deadline on any of this. The page will still be here, and the data is refreshed on a published schedule rather than when someone wants a headline.

Questions people ask about this job

Will AI replace Computer Network Support Specialists?
Not as a job, but it is already doing parts of the work. Across the 26 official task statements scored for Computer Network Support Specialists (United States, SOC 15-1231), 66% of the importance-weighted core work is made of tasks today's AI could already do most of. The overall exposure score is 66 out of 100 (range 61–72, band: high). That is a statement about tasks, not about headcount: this measures what AI could do, not whether any employer adopts it, whether the law allows it, or whether doing the routine parts faster creates more demand for the human parts. Figures are from release 2026-q4.1.
Which tasks in “Computer Network Support Specialists” can AI already do?
The highest-scoring tasks in release 2026-q4.1 are: “Monitor industry Web sites or publications for information about patches, releases, viruses, or potential problem identification” (100/100, very high); “Analyze network data to determine network usage, disk space availability, or server function” (93/100, very high); “Configure and define parameters for installation or testing of local area network (LAN), wide area network (WAN), hubs, routers, switches, controllers, multi…” (93/100, very high). Each score comes from five published 0–4 ratings turned into a number by a published formula, and each carries the model's one-sentence reason on the page.
Which tasks in “Computer Network Support Specialists” stay human?
About 22% of this job's task weight sits in work that scores low for AI exposure. The lowest-scoring tasks in release 2026-q4.1 are: “Install or repair network cables, including fiber optic cables” (0/100, minimal); “Test repaired items to ensure proper operation” (8/100, minimal); “Perform routine maintenance or standard repairs to networking components or equipment” (10/100, minimal). Low scores usually mean the task needs a body in a room, a legally accountable human, or trust built in real time. Those are the three things the scoring rubric treats as gates rather than obstacles.
What should someone working in “Computer Network Support Specialists” do about AI?
Start from the ledger rather than the headline: 66% of this job's weighted core work is exposed, and roughly 22% is not. The practical move is to spend more of your week on the tasks that score low, the ones above, and to get fluent at directing AI through the tasks that score high, because those are the parts that change whether or not you are ready for them. This page does not predict your job, and nothing here is career advice tailored to you: the score describes the occupation, not the person.
How is the AI exposure score for Computer Network Support Specialists calculated?
Each official task statement for the occupation is rated on five published 0–4 dimensions (output replicability, physical embodiment, licensed accountability, real-time human trust, and data availability) by claude-opus-5 using scoring prompt task_scoring_v1.0. The model never writes the score; a published formula turns the five ratings into a 0–100 number, so every score can be recomputed by hand. The occupation figure is the importance-weighted mean across 26 scored tasks. The prompt, the rubric, the formula and the full dataset are published at https://futureproof.collab365.com/method and https://futureproof.collab365.com/data/2026-q4.1 under CC BY 4.0.

Where these numbers come from

Worth knowing about these figures

  • The match between this job and its counterpart in the other country is partial, so the two pages count slightly different groups of people.
  • 1 of this occupation's scored task statements carry a score that was measured under a different occupation's context, because the statement is shared between jobs and has only been scored once so far. Each one names the occupation it was measured under in the free routes below; none is presented as a measurement for this job.
  • Task clusters are not derived in this release, so the task-cluster field is empty and no Collab365 Space routing is attached to this occupation yet.
Task statements
onet-dbProcessing: catalogue-bridge → onet-im-rt-weighting → task-scoring → score-aggregation
Task weights
onet-db (im-rt)
Scores
Rubric task_scoring_v1.0, model claude-opus-5, computed 2026-08-04.
Pay and employment
bls-oews (May 2025 estimates (national_M2025_dl.xlsx))bls-oews (May 2025 estimates (national_M2025_dl.xlsx))

Figures on this page come from release 2026-q4.1, published 2026-08-05. Every release keeps its own permanent address, so a figure you cite in March is still there, unchanged, in November.

The plain-English wording on this page is assembled directly from the task statements and the published ratings, not written by hand for this occupation. That is why it is specific, and it is also why we say so.

The routes and free resources further up are today’s, not the release’s (last reviewed 2026-08-05). A route is an offer, not a historical fact, so it moves on its own clock.

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Using these figures?

Cite this

Everything on this site is published under CC BY 4.0. Quote it, chart it, sell something built on it. Just say where it came from, and cite the dated release rather than the site, so the figure you quote stays checkable.

Plain text

Collab365 (2026). Collab365 Futureproof: task-level AI exposure for US and UK occupations, release 2026-q4.1 (methodVersion 2.0.0, promptVersion task_scoring_v1.0). https://futureproof.collab365.com/data/2026-q4.1. Licensed CC BY 4.0. Built with O*NET data (USDOL/ETA, CC BY 4.0); ONS data (Open Government Licence v3.0); GAISI task framework (arXiv:2507.22748, MIT); BLS data (public domain).

BibTeX

@misc{collab365futureproof2026q41,
  title        = {Collab365 Futureproof: task-level AI exposure for US and UK occupations, release 2026-q4.1},
  author       = {{Collab365}},
  year         = {2026},
  url          = {https://futureproof.collab365.com/data/2026-q4.1},
  note         = {Release 2026-q4.1, methodVersion 2.0.0, promptVersion task_scoring_v1.0, CC BY 4.0}
}

Permalink

https://futureproof.collab365.com/data/2026-q4.1

Data as of release 2026-q4.1, published . Releases never change after publication; when the figures move, a new dated release is published beside this one and this one stays exactly where it is.