Will AI replace Veterinary nurses?

Not as a job, but it is already doing parts of the work. Across the 56 official task statements scored for Veterinary nurses (United Kingdom, SOC 3240), 6% of the importance-weighted core work is made of tasks today's AI could already do most of. The overall exposure score is 10 out of 100 (range 8–15, band: minimal). 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 “Veterinary nurses” can AI already do?

The highest-scoring tasks in release 2026-q4.1 are: “Carry out a variety of administrative tasks including data entry, scheduling, and document management” (88/100, very high); “Arrange appointments for animals” (85/100, very high); “Establish and maintain inventory, records, or documentation systems” (66/100, 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 “Veterinary nurses” stay human?

About 91% 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: “Give enemas as part of patient care” (0/100, minimal); “Provide feeding, grooming, and exercise for pets” (0/100, minimal); “Perform gavages as part of patient care” (0/100, 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 “Veterinary nurses” do about AI?

Start from the ledger rather than the headline: 6% of this job's weighted core work is exposed, and roughly 91% 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 Veterinary nurses 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 56 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.

UK dataswitch to US

Veterinary nurses

adhering to the Code of Professional Conduct for Veterinary Nurses, measuring patients' vital signs to monitor health and monitoring animals' responses to anaesthetics to adjust dosages. If that's your week, this page is about your job.

The honest answer

AI changes the edges of this job, not the middle: administering injections and medications to animals is work software can't reach.

Your move: what you can actually do about this ↓

Where the work sits, by task weight

shifting to AI: 6%
changing shape: 3%
staying human: 91%

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

Whole-job exposure score 10 out of 100 (8–15 allowing for uncertainty): minimal exposure, across 56 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 veterinary nurses 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 2026-08-05. Read the full method.

What shifts is arranging appointments for animals. This page scores what today's tools actually do, not headlines.

Your week, as this page understands it

Veterinary nurses assist veterinarians in the treatment and care of sick or injured animals. The job title says “veterinary nurses”. The real job is the part underneath: administering injections and medications to animals. 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 veterinary nurses is not one task. It is 56 scored ones, and they are nowhere near equally exposed. The most durable of them, on this evidence, is administering injections and medications to animals, and the ledger below shows exactly why.

Where the work sits, by task weight

shifting to AI: 6%
changing shape: 3%
staying human: 91%

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

How we know this

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 2026-08-05. 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.

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.

Shifting to AI

4 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.

Arranging appointments for animals
This is reading one thing and writing another: appointments in, a record out. That is the shape today's tools are built for.
importance 70 · 3240/00
Source: “Arrange appointments for animals.” (UK task statement)
How this row was scored
Exposure score: 85 out of 100 (81–89 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: Booking appointments is standard scheduling work that practice software already does.
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 1/4 · how much data exists 4/4.
Establishing and maintaining inventory, records or documentation systems
This is reading one thing and writing another: inventory, records or documentation systems in, a record out. That is the shape today's tools are built for.
importance 70 · 3240/00
Source: “Establish and maintain inventory, records, or documentation systems.” (UK task statement)
How this row was scored
Exposure score: 66 out of 100 (59–73 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: Practice records and stock systems are structured data software handles well, though veterinary records must meet professional standards.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Carrying out a variety of administrative tasks
This is reading one thing and writing another: a variety of administrative tasks in, a record out. That is the shape today's tools are built for.
importance 60 · 3240/00
Source: “Carry out a variety of administrative tasks including data entry, scheduling, and document management.” (UK task statement)
How this row was scored
Exposure score: 88 out of 100 (84–92 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: Data entry, scheduling and document handling are exactly what software does well, though veterinary records must still meet professional standards.
The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.
Ordering medical instruments or supplies when stock is low
This is reading one thing and writing another: medical instruments in, a record out. That is the shape today's tools are built for.
importance 60 · 3240/00
Source: “Order medical instruments or supplies when stock is low.” (UK task statement)
How this row was scored
Exposure score: 66 out of 100 (59–73 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: Reordering instruments and supplies from stock levels is routine system work, with medicines needing the practice's authorisation.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

Changing shape

2 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.

Monitoring medical supplies stock levels
The software now makes the first pass at medical supplies stock levels, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 70 · 3240/00
Source: “Monitor medical supplies stock levels.” (UK task statement)
How this row was scored
Exposure score: 49 out of 100 (42–56 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: Stock levels sit in the practice system, so tracking them is routine software work, though medicines records carry legal requirements.
The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Maintaining a register of controlled drugs for legal and stocking control
The software now makes the first pass at a register of controlled drugs, but someone has to be answerable for the result, and it cannot be the software. So the job becomes checking and deciding rather than producing.
importance 70 · 3240/00
Source: “Maintain a register of controlled drugs for legal and stock control.” (UK task statement)
How this row was scored
Exposure score: 42 out of 100 (35–49 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; someone qualified has to answer for it.
The rating behind it: A controlled drugs register is structured record keeping, but it is a legal record kept under the veterinary surgeon's authority.
The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 2/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

Staying human

50 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.

Adhering to the Code of Professional Conduct for Veterinary Nurses
This work happens in the physical world: the code of professional conduct, in a real place. Software cannot follow it there.
importance 95 · 3240/00
Source: “Adhere to the Code of Professional Conduct for Veterinary Nurses.” (UK task statement)
How this row was scored
Exposure score: 9 out of 100 (2–16 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; someone qualified has to answer for it.
The rating behind it: Following the professional code is a personal responsibility of a registered nurse, not a work product software can produce.
The five ratings: output a model can produce 1/4 · needs a body in a room 2/4 · needs an accountable person 4/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Administering injections and medications to animals
This work happens in the physical world: injections, in a real place. Software cannot follow it there.
importance 95 · 3240/00
Source: “Administer injections and medications to animals.” (UK 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: the same decision, made over and over; work that happens in the physical world; someone qualified has to answer for it.
The rating behind it: Injecting an animal is hands-on, and the law allows only a vet or registered veterinary nurse to give it.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Administering medication to animals as prescribed by vets
This work happens in the physical world: medication, in a real place. Software cannot follow it there.
importance 95 · 3240/00
Source: “Administer medication to animals as prescribed by vets.” (UK 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: the same decision, made over and over; work that happens in the physical world; someone qualified has to answer for it.
The rating behind it: Giving an animal its medicine is hands-on, and the law allows only a vet or registered veterinary nurse to do it.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Assisting the vet during surgical procedures
This work happens in the physical world: the vet during surgical procedures, in a real place. Software cannot follow it there.
importance 95 · 3240/00
Source: “Assist the vet during surgical procedures.” (UK 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; someone qualified has to answer for it.
The rating behind it: Assisting in surgery means being in theatre with the vet, and only registered staff may take part.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.

Show the other 46 tasks

Educating pet owners on vaccinations and worming
staying human
The value here is that a specific person handles pet owners and stands behind it. That is earned, not computed.
importance 80 · 3240/00
Source: “Educate pet owners on vaccinations and worming.” (UK 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: 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: Vaccination and worming advice is well documented and easy to write, though owners like hearing it from a nurse.
The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 1/4 · needs to be trusted in the moment 2/4 · how much data exists 4/4.
Guiding pet owners on general care and medical condition management
staying human
The value here is that a specific person handles pet owners and stands behind it. That is earned, not computed.
importance 75 · 3240/00
Source: “Guide pet owners on general care and medical condition management.” (UK 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: 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: General care guidance is well documented, though owners usually want it explained by someone they trust.
The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 1/4 · needs to be trusted in the moment 2/4 · how much data exists 4/4.
Communicating with pet owners to understand their concerns
staying human
The value here is that a specific person handles pet owners and stands behind it. That is earned, not computed.
importance 80 · 3240/00
Source: “Communicate with pet owners to understand their concerns.” (UK task statement)
How this row was scored
Exposure score: 28 out of 100 (24–32 allowing for uncertainty): low exposure, high confidence.
Why it sits in this group: the same decision, made over and over; the value is that a specific person does it.
The rating behind it: Owners open up about their animal to a person they trust in the room, and what they say guides the vet.
The five ratings: output a model can produce 2/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 3/4 · how much data exists 3/4.
Typing and affixing labels to medicine bottles
staying human
This work happens in the physical world: labels, in a real place. Software cannot follow it there.
importance 60 · 3240/00
Source: “Type and affix labels to medicine bottles.” (UK task statement)
How this row was scored
Exposure score: 28 out of 100 (21–35 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; work that happens in the physical world; someone qualified has to answer for it.
The rating behind it: Generating the wording of a medicine label is easy for software, but its legal content and sticking it on need practice staff.
The five ratings: output a model can produce 3/4 · needs a body in a room 2/4 · needs an accountable person 2/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Advising pet owners on animal health care and nutrition
staying human
The rules require a named, qualified person to answer for pet owners, and that person cannot be a piece of software.
importance 80 · 3240/00
Source: “Advise pet owners on animal health care and nutrition.” (UK task statement)
How this row was scored
Exposure score: 23 out of 100 (16–30 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; someone qualified has to answer for it; the value is that a specific person does it.
The rating behind it: Owners act on advice from someone they trust, and because only a vet may diagnose, a nurse must stay within their registration.
The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 2/4 · needs to be trusted in the moment 3/4 · how much data exists 3/4.
Establishing and maintaining a safe practice environment
staying human
This work happens in the physical world: a safe practice environment, in a real place. Software cannot follow it there.
importance 90 · 3240/00
Source: “Establish and maintain a safe practice environment, maintaining confidentiality and records appropriately.” (UK task statement)
How this row was scored
Exposure score: 22 out of 100 (15–29 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; work that happens in the physical world; someone qualified has to answer for it.
The rating behind it: Records and confidentiality can be handled by systems, but keeping the practice environment safe needs someone there, under professional standards.
The five ratings: output a model can produce 2/4 · needs a body in a room 2/4 · needs an accountable person 2/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Conducting urinalyses on animal samples to assist in diagnosis and treatment
staying human
This work happens in the physical world: urinalyses, in a real place. Software cannot follow it there.
importance 75 · 3240/00
Source: “Conduct urinalyses on animal samples to assist in diagnosis and treatment.” (UK task statement)
How this row was scored
Exposure score: 15 out of 100 (8–22 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; someone qualified has to answer for it.
The rating behind it: Reading test results is well within software, but running the sample through the analyser is hands-on lab work.
The five ratings: output a model can produce 3/4 · needs a body in a room 3/4 · needs an accountable person 2/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.
Greeting and assisting visitors with pet care needs
staying human
This work happens in the physical world: visitors, in a real place. Software cannot follow it there.
importance 50 · 3240/00
Source: “Greet and assist visitors with pet care needs.” (UK task statement)
How this row was scored
Exposure score: 13 out of 100 (6–20 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 value is that a specific person does it.
The rating behind it: Reception information is easy to supply, but greeting owners and their animals happens at the front desk.
The five ratings: output a model can produce 3/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Supporting student veterinary nurses undertaking placements
staying human
This work happens in the physical world: student veterinary nurses undertaking placements, in a real place. Software cannot follow it there.
importance 75 · 3240/00
Source: “Support student veterinary nurses undertaking placements.” (UK task statement)
How this row was scored
Exposure score: 12 out of 100 (5–19 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; someone qualified has to answer for it; the value is that a specific person does it.
The rating behind it: Supporting a student on placement depends on watching them work and building confidence face to face.
The five ratings: output a model can produce 2/4 · needs a body in a room 2/4 · needs an accountable person 2/4 · needs to be trusted in the moment 3/4 · how much data exists 3/4.
Labelling samples accurately for laboratory testing
staying human
This work happens in the physical world: samples, in a real place. Software cannot follow it there.
importance 80 · 3240/00
Source: “Label samples accurately for laboratory testing.” (UK task statement)
How this row was scored
Exposure score: 9 out of 100 (5–13 allowing for uncertainty): minimal exposure, high 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: Labelling a sample means writing on and sticking a label to a physical tube, though the details come from the record system.
The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Carrying out urine analysis as part of diagnostic procedures
staying human
This work happens in the physical world: urine analysis, in a real place. Software cannot follow it there.
importance 80 · 3240/00
Source: “Carry out urine analysis as part of diagnostic procedures.” (UK 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: the same decision, made over and over; work that happens in the physical world; someone qualified has to answer for it.
The rating behind it: Running a urine test is bench work with a physical sample, and only a vet may turn the result into a diagnosis.
The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 2/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Supervising veterinary students and staff members
staying human
This work happens in the physical world: veterinary students, in a real place. Software cannot follow it there.
importance 70 · 3240/00
Source: “Supervise veterinary students and staff members.” (UK task statement)
How this row was scored
Exposure score: 7 out of 100 (0–14 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: work that happens in the physical world; someone qualified has to answer for it; the value is that a specific person does it.
The rating behind it: Supervising students and staff depends on being present and on the trust of the people supervised.
The five ratings: output a model can produce 1/4 · needs a body in a room 2/4 · needs an accountable person 2/4 · needs to be trusted in the moment 3/4 · how much data exists 2/4.
Observing animals to assess their health and behaviour
staying human
This work happens in the physical world: animals, in a real place. Software cannot follow it there.
importance 80 · 3240/00
Source: “Observe animals to assess their health and behaviour.” (UK task statement)
How this row was scored
Exposure score: 6 out of 100 (0–13 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: work that happens in the physical world; someone qualified has to answer for it.
The rating behind it: Assessing an animal's health means being with it and handling it, and only a vet may turn observations into a diagnosis.
The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 2/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Dispensing prescribed medications for animal patients
staying human
This work happens in the physical world: prescribed medications, in a real place. Software cannot follow it there.
importance 85 · 3240/00
Source: “Dispense prescribed medications for animal patients.” (UK task statement)
How this row was scored
Exposure score: 3 out of 100 (0–7 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: the same decision, made over and over; work that happens in the physical world; someone qualified has to answer for it.
The rating behind it: Dispensing is physical picking and packing, and the law restricts supplying prescription-only veterinary medicines to vets, pharmacists and staff under their direction.
The five ratings: output a model can produce 0/4 · needs a body in a room 3/4 · needs an accountable person 3/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Administering anaesthesia to animals under the direction of a vet
staying human
This work happens in the physical world: anaesthesia, in a real place. Software cannot follow it there.
importance 90 · 3240/00
Source: “Administer anaesthesia to animals under the direction of a vet.” (UK 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: the same decision, made over and over; work that happens in the physical world; someone qualified has to answer for it.
The rating behind it: Giving an anaesthetic is hands-on and legally restricted to a vet or a registered veterinary nurse acting under the vet's direction.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Caring for and monitoring animals recovering from surgery
staying human
This work happens in the physical world: and monitoring animals, in a real place. Software cannot follow it there.
importance 90 · 3240/00
Source: “Care for and monitor animals recovering from surgery.” (UK 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; someone qualified has to answer for it.
The rating behind it: Post-operative nursing means being physically with the animal, and this care is legally reserved to vets and registered veterinary nurses.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Cleaning and sterilising instruments, equipment or materials
staying human
This work happens in the physical world: instruments, equipment or materials, in a real place. Software cannot follow it there.
importance 90 · 3240/00
Source: “Clean and sterilise instruments, equipment, or materials.” (UK 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: the same decision, made over and over; work that happens in the physical world.
The rating behind it: Cleaning and sterilising instruments is physical work with the instruments in hand, which software cannot take over.
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 3/4.
Monitoring anaesthesia to ensure patient safety during procedures
staying human
This work happens in the physical world: anaesthesia, in a real place. Software cannot follow it there.
importance 90 · 3240/00
Source: “Monitor anaesthesia to ensure patient safety during procedures.” (UK 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: the same decision, made over and over; work that happens in the physical world; someone qualified has to answer for it.
The rating behind it: Watching an animal under anaesthetic means being at the table ready to act, and only registered staff may do it.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Preparing animals for surgery
staying human
This work happens in the physical world: animals, in a real place. Software cannot follow it there.
importance 90 · 3240/00
Source: “Prepare animals for surgery.” (UK 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; someone qualified has to answer for it.
The rating behind it: Getting an animal ready for theatre is hands-on clinical work in the practice.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Treating patients in hospital wards or outpatient clinics
staying human
This work happens in the physical world: patients, in a real place. Software cannot follow it there.
importance 90 · 3240/00
Source: “Treat patients in hospital wards or outpatient clinics.” (UK 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; someone qualified has to answer for it.
The rating behind it: Treating animals is hands-on care, and the law reserves it to vets and registered veterinary nurses working under their direction.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 1/4 · how much data exists 2/4.
Administering intravenous feedings to provide essential nutrients
staying human
This work happens in the physical world: intravenous feedings, in a real place. Software cannot follow it there.
importance 85 · 3240/00
Source: “Administer intravenous feedings to provide essential nutrients.” (UK 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; someone qualified has to answer for it.
The rating behind it: Setting up and giving intravenous feeding is hands-on clinical work restricted to vets and registered veterinary nurses.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Caring for in-patient animals
staying human
This work happens in the physical world: in-patient animals, in a real place. Software cannot follow it there.
importance 85 · 3240/00
Source: “Care for in-patient animals.” (UK 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; someone qualified has to answer for it.
The rating behind it: Looking after animals staying in the practice means feeding, monitoring and handling them in person.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 2/4 · needs to be trusted in the moment 1/4 · how much data exists 2/4.
Carrying out diagnostic tests, such as taking or developing x-rays
staying human
This work happens in the physical world: diagnostic tests, in a real place. Software cannot follow it there.
importance 85 · 3240/00
Source: “Carry out diagnostic tests, such as taking or developing x-rays.” (UK 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; someone qualified has to answer for it.
The rating behind it: Taking x-rays and similar tests means handling the animal and the equipment, and only registered staff may do it.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Cleaning kennels to control the spread of disease
staying human
This work happens in the physical world: kennels, in a real place. Software cannot follow it there.
importance 85 · 3240/00
Source: “Clean kennels to control the spread of disease.” (UK 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: Cleaning kennels is physical work in the practice; there is no part of it software can do.
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.
Cleaning surgery suites to control the spread of disease
staying human
This work happens in the physical world: surgery suites, in a real place. Software cannot follow it there.
importance 85 · 3240/00
Source: “Clean surgery suites to control the spread of disease.” (UK 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: the same decision, made over and over; work that happens in the physical world.
The rating behind it: Cleaning an operating theatre is physical work that has to happen in the room.
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 3/4.
Holding or restraining animals during veterinary procedures
staying human
This work happens in the physical world: animals during veterinary procedures, in a real place. Software cannot follow it there.
importance 85 · 3240/00
Source: “Hold or restrain animals during veterinary procedures.” (UK 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: Holding or restraining an animal is purely physical work that needs a person with their hands on the animal.
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 1/4.
Measuring patients' vital signs to monitor health
staying human
This work happens in the physical world: patients' vital signs, in a real place. Software cannot follow it there.
importance 85 · 3240/00
Source: “Measure patients' vital signs to monitor health.” (UK 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: the same decision, made over and over; work that happens in the physical world; someone qualified has to answer for it.
The rating behind it: Taking a temperature, pulse or breathing rate means hands on the animal, so it cannot be done from a screen.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 2/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Monitoring animals' responses to anaesthetics to adjust dosages
staying human
This work happens in the physical world: animals' responses, in a real place. Software cannot follow it there.
importance 85 · 3240/00
Source: “Monitor animals' responses to anaesthetics to adjust dosages.” (UK 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: the same decision, made over and over; work that happens in the physical world; someone qualified has to answer for it.
The rating behind it: Adjusting an anaesthetic dose means being at the animal's side, and this is legally restricted to vets and registered nurses.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Performing x-rays on animals to diagnose health issues
staying human
This work happens in the physical world: x-rays, in a real place. Software cannot follow it there.
importance 85 · 3240/00
Source: “Perform x-rays on animals to diagnose health issues.” (UK 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; someone qualified has to answer for it.
The rating behind it: Positioning an animal for x-ray is entirely hands-on, and only a vet or registered veterinary nurse may carry it out.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Providing vets with the correct equipment or instruments
staying human
This work happens in the physical world: vets, in a real place. Software cannot follow it there.
importance 85 · 3240/00
Source: “Provide vets with the correct equipment or instruments, as needed.” (UK 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: Passing instruments to the vet during a procedure is hands-on work at the table.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 1/4 · needs to be trusted in the moment 1/4 · how much data exists 2/4.
Sanitising medical practice equipment to maintain a hygienic environment
staying human
This work happens in the physical world: medical practice equipment, in a real place. Software cannot follow it there.
importance 85 · 3240/00
Source: “Sanitise medical practice equipment to maintain a hygienic environment.” (UK 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: the same decision, made over and over; work that happens in the physical world.
The rating behind it: Sterilising equipment is physical work with the instruments in front of you.
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 3/4.
Taking x-rays of animals to assist in diagnosis
staying human
This work happens in the physical world: x-rays of animals, in a real place. Software cannot follow it there.
importance 85 · 3240/00
Source: “Take x-rays of animals to assist in diagnosis.” (UK 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: the same decision, made over and over; work that happens in the physical world; someone qualified has to answer for it.
The rating behind it: Positioning an animal and taking the x-ray is hands-on work by a trained person.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Carrying out blood tests for transfusion purposes
staying human
This work happens in the physical world: blood tests, in a real place. Software cannot follow it there.
importance 80 · 3240/00
Source: “Carry out blood tests for transfusion purposes.” (UK 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; someone qualified has to answer for it.
The rating behind it: Taking blood and cross-matching it for transfusion is hands-on work restricted to vets and registered veterinary nurses.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Cleaning teeth as part of dental work
staying human
This work happens in the physical world: teeth, in a real place. Software cannot follow it there.
importance 80 · 3240/00
Source: “Clean teeth as part of dental work.” (UK 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; someone qualified has to answer for it.
The rating behind it: Cleaning an animal's teeth is hands-on treatment that only a vet or registered veterinary nurse is allowed to perform.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Performing minor surgical procedures, such as suturing wounds and dental hygiene
staying human
This work happens in the physical world: minor surgical procedures, in a real place. Software cannot follow it there.
importance 80 · 3240/00
Source: “Perform minor surgical procedures, such as suturing wounds and dental hygiene.” (UK 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; someone qualified has to answer for it.
The rating behind it: Suturing a wound or doing a dental clean is hands-on work by a registered nurse.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Preparing treatment rooms for veterinary or medical surgeries
staying human
This work happens in the physical world: treatment rooms, in a real place. Software cannot follow it there.
importance 80 · 3240/00
Source: “Prepare treatment rooms for veterinary or medical surgeries.” (UK 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: the same decision, made over and over; work that happens in the physical world.
The rating behind it: Setting up a treatment room means physically preparing the space and equipment.
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 3/4.
Responding to medical emergencies by providing first aid and necessary medical assistance
staying human
This work happens in the physical world: medical emergencies, in a real place. Software cannot follow it there.
importance 80 · 3240/00
Source: “Respond to medical emergencies by providing first aid and necessary medical assistance.” (UK 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; someone qualified has to answer for it.
The rating behind it: Emergency first aid means being physically present with the animal, and the treatment given is legally restricted to registered staff.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 1/4 · how much data exists 2/4.
Taking animals into treatment areas for physical examinations
staying human
This work happens in the physical world: animals, in a real place. Software cannot follow it there.
importance 80 · 3240/00
Source: “Take animals into treatment areas for physical examinations.” (UK 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: Moving an animal into a treatment room is purely physical handling that needs a person there.
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 1/4 · how much data exists 1/4.
Collecting specimens for use in laboratory tests
staying human
This work happens in the physical world: specimens, in a real place. Software cannot follow it there.
importance 75 · 3240/00
Source: “Collect specimens for use in laboratory tests.” (UK 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; someone qualified has to answer for it.
The rating behind it: Collecting a specimen from an animal is physical work with the animal present, so software cannot stand in.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 2/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Maintaining medical instruments to ensure proper working condition
staying human
This work happens in the physical world: medical instruments, in a real place. Software cannot follow it there.
importance 75 · 3240/00
Source: “Maintain medical instruments to ensure proper working condition.” (UK 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: the same decision, made over and over; work that happens in the physical world.
The rating behind it: Keeping instruments in working order means physically checking, cleaning and servicing them, which cannot be done from a screen.
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 3/4.
Performing catheterisations as part of patient care
staying human
This work happens in the physical world: catheterisations, in a real place. Software cannot follow it there.
importance 75 · 3240/00
Source: “Perform catheterisations as part of patient care.” (UK 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; someone qualified has to answer for it.
The rating behind it: Placing a catheter is hands-on clinical work that only a vet or registered veterinary nurse may carry out.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Preparing samples for culture or microscopic examination
staying human
This work happens in the physical world: samples, in a real place. Software cannot follow it there.
importance 75 · 3240/00
Source: “Prepare samples for culture or microscopic examination.” (UK 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: the same decision, made over and over; work that happens in the physical world.
The rating behind it: Preparing samples for the microscope or culture plate is careful handwork in the lab.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Conducting ear flushes as part of patient care
staying human
This work happens in the physical world: ear flushes, in a real place. Software cannot follow it there.
importance 70 · 3240/00
Source: “Conduct ear flushes as part of patient care.” (UK 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; someone qualified has to answer for it.
The rating behind it: Flushing an animal's ears is hands-on treatment restricted to vets and registered veterinary nurses.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Performing gavages as part of patient care
staying human
This work happens in the physical world: gavages, in a real place. Software cannot follow it there.
importance 70 · 3240/00
Source: “Perform gavages as part of patient care.” (UK 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; someone qualified has to answer for it.
The rating behind it: Tube feeding an animal is a hands-on clinical procedure done by a trained person.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Providing feeding, grooming and exercise for pets
staying human
This work happens in the physical world: exercise, in a real place. Software cannot follow it there.
importance 70 · 3240/00
Source: “Provide feeding, grooming, and exercise for pets.” (UK 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: Feeding, grooming and exercising animals is physical care given in person.
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.
Giving enemas as part of patient care
staying human
This work happens in the physical world: enemas, in a real place. Software cannot follow it there.
importance 60 · 3240/00
Source: “Give enemas as part of patient care.” (UK 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; someone qualified has to answer for it.
The rating behind it: Giving an enema is hands-on care carried out by a trained person.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · 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: £28,900a year, before tax, the middle of the range, so half earn more and half earn less.ashe-t14, 2025 · ASHE 2025 provisional (reference April 2025)Provisional, because the ONS revises this figure in the autumn.
How we know this
Source: ashe-t14
Reference period: ASHE 2025 provisional (reference April 2025)
Rounding: Shown to the nearest £100. The exact published figure is in the downloadable dataset. We do not render pounds the survey cannot support.
People doing this job: 26,600in the UK, 2026.nomis-aps · Apr 2025-Mar 2026 (latest APS 12-month period)This headcount comes from a survey, not a census, so treat it as a good estimate rather than an exact count.

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: inventory, records or documentation systems in, a record out. The rows above are exactly that shape: arranging appointments for animals and establishing and maintaining inventory, records or documentation systems. What it cannot do is be answerable: injections need a named person the rules will accept, and software cannot be that person. 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

Start with what does not change: administering injections and medications to animals is the middle of this job, and the evidence on this page says it stays with a person.

So, given all that: 6% of this job's task weight sits in rows the software is already learning, 3% in rows that change shape rather than disappear, and 91% in rows it is nowhere near. That is the position, measured across 56 scored tasks. It is not a forecast about you.

So the thing worth your attention is not the job going away. It is the layer around it. Arranging appointments for animals is the part turning into software, and being the person who understands that layer is worth money.

This week: one thing

Ask the one question. Find whoever is bringing new software into your workplace (the manager, the office, whoever runs the system) and ask them what it is meant to do to inventory, records or documentation systems, and what it is not meant to touch. Ten minutes, this week, before anyone decides it for you.

What you end up holding: a straight answer about what is actually being rolled out, and when
How long it takes: ten minutes

If there’s nobody obvious to ask, or you’d rather not ask your manager: Put the same question to your union rep, your shift lead or the person who has been there longest, in person, over a break. Same ten minutes, same answer, and you will usually get a straighter one. Write down what they say. The note is the artifact, and it tells you whether the code of professional conduct is in scope or not. Nothing to log into, no licence needed.

Over the next 90 days

Get inside the tool rollout rather than waiting for it. Over the next ninety days, ask to be in the group that tests, checks or signs off whatever new system arrives near monitoring medical supplies stock levels. It is usually an unglamorous seat that nobody fights for, and it is the one that decides how the software is used on your job rather than to it.

Over the next 12 months

On this evidence I would not retrain out of this job, and I will say that plainly rather than hedge it. The task list here is dominated by work that stays with a person. What I would do with a year is get formally recognised for the layer around it (the systems, the compliance, the planning), so you are the one who understands the software instead of the one it is done to. Before you pay for anything, spend an hour with National Careers Service. It is free and government-funded, 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 UK occupations to veterinary nurses (nearest by the work that AI is not taking, not by job title), and none of them survived. The closest was veterinarians: only about 24% of its durable work is work you already do. And on the numbers you do not need one. This job scores 10/100 here, with only 6% of the task list in the top band, and “adhere to the Code of Professional Conduct for Veterinary Nurses” is not work that hands over cleanly. None of them beats deepening what you already have.

How that was checked: this job was compared against all 412 UK 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.

Veterinarians
Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “administer injections and medications to animals”. Across the whole of both lists that adds up to about 24% of the work in that job the software is not taking.
Why I am not recommending it: You would be starting most of it from nothing: about 24% 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 →
Other registered nursing professionals
Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “treat patients in hospital wards or outpatient clinics”. Across the whole of both lists that adds up to about 16% of the work in that job the software is not taking.
Why I am not recommending it: You would be starting most of it from nothing: about 16% 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 →
Registered specialist nurses
Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “collect specimens for use in laboratory tests”. Across the whole of both lists that adds up to about 11% of the work in that job the software is not taking.
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 →

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: 6% of its task weight, across 56 scored tasks. Every row behind it is printed above with the source. Check ours; ignore theirs.
The headlines about your trade disappearing
They are usually about the technology, not the timetable. Changes to work like administering injections and medications to animals arrive through rules, insurance and money, slowly and visibly. This page tracks the task evidence and will move when it moves.
Retraining out of a job that is holding up
On this evidence I would not spend money leaving. Spend it on the layer around the job instead: the tools, the paperwork, the planning. That is where the change actually is.
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 Kingdom figures

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

Switch to the United States page →partial match

The other groups this work is counted across:

Veterinary Assistants and Laboratory Animal Caretakers

In US official statistics this job is counted as Veterinary Technologists and Technicians and Veterinary Assistants and Laboratory Animal Caretakers. 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

Where to go next, and what it costs

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.

In England:
National Careers Service
A free hour with a government-funded careers adviser is worth more than another evening of reading. In England that's the National Careers Service.
Free, government-funded
- Discover your skills and careers (the skills assessment)
In England:
National Careers Service - Find a course
Search what's actually running near you before you spend anything.
Free to search; individual courses vary
In England:
Free courses for jobs (Level 3 qualifications)
A free Level 3 qualification you already qualify for beats a paid course you don't need.
Free for eligible adults
In England:
Skills Bootcamps
Free, up to 16 weeks, and you get a job interview at the end. In England these are Skills Bootcamps - search what's running near you.
Free for eligible adults in England
- Skills Bootcamps - what they are and who can do them (DfE, Skills for Careers)
- Skills Bootcamps - JobHelp (DWP)
In Scotland:
My World of Work (Skills Development Scotland)
In Scotland it's My World of Work, from Skills Development Scotland.
Free, publicly funded
- Skills Development Scotland
In Wales:
Careers Wales
In Wales it's Careers Wales.
Free, Welsh Government-funded
In Northern Ireland:
Careers Service Northern Ireland
In Northern Ireland it's the Careers Service on nidirect.
Free, Department for the Economy-funded

No Space for this job, but one for what is happening to it

Nothing Collab365 runs is built for veterinary nurses, and we are not going to point you at the nearest one and call it a fit.

There is one that is not about a job title at all. The AI Authority is about being the person who directs these tools at work rather than the person they get compared to. That is worth saying here, because 6% of the work on this page is already inside what they can do.

Try The AI Authority free →

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

The AI Authority is a general community about working with AI, not a course for veterinary nurses. You do not need it to act on anything here: the moves above cost nothing and stand on their own. The data on this page is the same either way.

Noted, and thank you. We’ll email you if a Space for veterinary nurses 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 veterinary nurses yet. Should there be one?

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

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

Your email

We use your email address for one thing: to tell you if a Space for veterinary nurses 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 Veterinary nurses?: Not as a job, but it is already doing parts of the work. Across the 56 official task statements scored for Veterinary nurses (United Kingdom, SOC 3240), 6% of the importance-weighted core work is made of tasks today's AI could already do most of. The overall exposure score is 10 out of 100 (range 8–15, band: minimal). 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 “Veterinary nurses” can AI already do?: The highest-scoring tasks in release 2026-q4.1 are: “Carry out a variety of administrative tasks including data entry, scheduling, and document management” (88/100, very high); “Arrange appointments for animals” (85/100, very high); “Establish and maintain inventory, records, or documentation systems” (66/100, 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 “Veterinary nurses” stay human?: About 91% 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: “Give enemas as part of patient care” (0/100, minimal); “Provide feeding, grooming, and exercise for pets” (0/100, minimal); “Perform gavages as part of patient care” (0/100, 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 “Veterinary nurses” do about AI?: Start from the ledger rather than the headline: 6% of this job's weighted core work is exposed, and roughly 91% 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 Veterinary nurses 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 56 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

About the data on this page

Provisional, because the ONS revises this figure in the autumn.
This headcount comes from a survey, not a census, so treat it as a good estimate rather than an exact count.
The match between this job and its counterpart in the other country is partial, so the two pages count slightly different groups of people.
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: gaisi-indexProcessing: catalogue-bridge → ssc-relatedness-weighting → task-scoring → score-aggregation
Task weights: gaisi-index (relatedness)
Scores: Rubric task_scoring_v1.0, model claude-opus-5, computed 2026-08-05.
Pay and employment: ashe-t14 (ASHE 2025 provisional (reference April 2025))nomis-aps (Apr 2025-Mar 2026 (latest APS 12-month period))

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.

How we score a job Download this release Look up another job

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 2026-08-05. 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.