Will AI replace Pharmacists?

Not as a job, but it is already doing parts of the work. Across the 56 official task statements scored for Pharmacists (United Kingdom, SOC 2251), 21% of the importance-weighted core work is made of tasks today's AI could already do most of. The overall exposure score is 32 out of 100 (range 27–38, band: low). 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 “Pharmacists” can AI already do?

The highest-scoring tasks in release 2026-q4.1 are: “Stay informed about current research and development trends” (83/100, very high); “Provide information on medication expenditure” (81/100, very high); “Update pharmacy information databases” (81/100, 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 “Pharmacists” stay human?

About 69% 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: “Prepare dosette boxes for individuals with specific medication schedules” (0/100, minimal); “Prepare infusions for use in surgical procedures, A&E departments, or patients' homes” (0/100, minimal); “Ensure patients take their medicine as directed by district nurse or carer” (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 “Pharmacists” do about AI?

Start from the ledger rather than the headline: 21% of this job's weighted core work is exposed, and roughly 69% 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 Pharmacists 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

Pharmacists

advising patients about medication schedules and possible side effects or interactions with other substances, organising and providing vaccinations, such as the flu jab and analysing prescribing trends to monitor patient adherence. If that's your week, this page is about your job.

The honest answer

AI is already taking a real slice of the routine work here: staying informed about current research and development trends. That is a slice of tasks, not of you.

Your move: what you can actually do about this ↓

Where the work sits, by task weight

shifting to AI: 21%
changing shape: 11%
staying human: 69%

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

Whole-job exposure score 32 out of 100 (27–38 allowing for uncertainty): low 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 pharmacists 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.

That slice is not coming back; the core of the job, dispensing and counseling on medication administration, stays yours. The tools change hands, the accountability doesn't.

Your week, as this page understands it

Pharmacists dispense drugs and medicaments in hospitals and pharmacies and advise on and participate in the development and testing of new drugs, compounds and therapies. They counsel on the proper use and adverse effects of drugs and medicines. The job title says “pharmacists”. The real job is the part underneath: dispensing and counseling on medication administration. 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 pharmacists 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 dispensing and counseling on medication administration, and the ledger below shows exactly why.

Where the work sits, by task weight

shifting to AI: 21%
changing shape: 11%
staying human: 69%

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 2026-08-04. 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.

2 rows are marked low confidence, so treat them as a ballpark rather than a fine measurement.
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

12 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.

Ensuring that different treatments are compatible
This is reading one thing and writing another: different treatments are compatible in, a record out. That is the shape today's tools are built for.
importance 85 · 2251/00
Source: “Ensure that different treatments are compatible.” (UK task statement)
How this row was scored
Exposure score: 62 out of 100 (58–66 allowing for uncertainty): high exposure, high 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: Checking whether treatments clash is pure information work against published data, though a pharmacist remains responsible for the judgement.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 2/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.
Reviewing prescriptions to ensure accuracy and ascertain required ingredients
This is reading one thing and writing another: prescriptions in, a record out. That is the shape today's tools are built for.
importance 80 · 2251/00
Source: “Review prescriptions to ensure accuracy and ascertain required ingredients.” (UK task statement)
How this row was scored
Exposure score: 62 out of 100 (58–66 allowing for uncertainty): high exposure, high 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: Checking a prescription against documented rules is desk work software does well, with a pharmacist responsible for the final view.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 2/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.
Analysing prescribing trends to monitor patient adherence
This is reading one thing and writing another: trends in, a record out. That is the shape today's tools are built for.
importance 75 · 2251/00
Source: “Analyse prescribing trends to monitor patient adherence.” (UK task statement)
How this row was scored
Exposure score: 72 out of 100 (68–76 allowing for uncertainty): 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: Spotting patterns in prescribing and adherence data is exactly the kind of analysis software already does across large records.
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 4/4.
Staying informed about new medicines and updates in pharmacy practice
It is the same call made over and over on informed, with a right answer to check it against. That is what a model is trained on.
importance 75 · 2251/00
Source: “Stay informed about new medicines and updates in pharmacy practice.” (UK task statement)
How this row was scored
Exposure score: 65 out of 100 (58–72 allowing for uncertainty): high exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: New medicines and practice updates are published openly and can be tracked and summarised automatically, though the pharmacist must absorb them.
The five ratings: output a model can produce 2/4 · 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.

Changing shape

6 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.

Providing information and advice regarding side effects of medicines
The software now makes the first pass at information, 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 85 · 2251/00
Source: “Provide information and advice regarding side effects of medicines.” (UK task statement)
How this row was scored
Exposure score: 53 out of 100 (46–60 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: Side effect information is fully published in medicine leaflets and references, so it can be explained accurately, though pharmacists check it fits the patient.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 2/4 · needs to be trusted in the moment 1/4 · how much data exists 4/4.
Providing appropriate advice on supplied medicines and products
The software now makes the first pass at appropriate advice, 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 80 · 2251/00
Source: “Provide appropriate advice on supplied medicines and products, including their storage and disposal, in accordance with approved guidelines.” (UK task statement)
How this row was scored
Exposure score: 44 out of 100 (37–51 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: Storage and disposal guidance is fully published, but advice given with a medicine supply must come from the registered pharmacist responsible.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 3/4 · needs to be trusted in the moment 1/4 · how much data exists 4/4.
Maintaining inventories of pharmaceutical supplies
The software now makes the first pass at inventories of pharmaceutical supplies, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 75 · 2251/00
Source: “Maintain inventories of pharmaceutical supplies.” (UK task statement)
How this row was scored
Exposure score: 54 out of 100 (47–61 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 records and reordering are routine data tasks, though someone still has to check what is physically on the shelf.
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 4/4.

Staying human

38 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.

Advising patients about medication schedules and possible side effects or interactions with other substances
The rules require a named, qualified person to answer for patients, and that person cannot be a piece of software.
importance 90 · 2251/00
Source: “Advise patients about medication schedules and possible side effects or interactions with other substances, such as food supplements, over-the-counter (OTC) medications, or herbal remedies.” (UK task statement)
How this row was scored
Exposure score: 32 out of 100 (25–39 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: Medicine information is thoroughly documented, but the advice is given face to face by a pharmacist who is accountable for it.
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 2/4 · how much data exists 4/4.
Dispensing prescription medicines to the public
This work happens in the physical world: prescription medicines, in a real place. Software cannot follow it there.
importance 90 · 2251/00
Source: “Dispense prescription medicines to the public.” (UK task statement)
How this row was scored
Exposure score: 6 out of 100 (2–10 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: Supplying medicines means physically assembling and handing over a package under a pharmacist's legal responsibility, so software can only assist.
The five ratings: output a model can produce 1/4 · 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 4/4.
Dispensing and counseling on medication administration
This work happens in the physical world: medication administration, in a real place. Software cannot follow it there.
importance 90 · 2251/00
Source: “Dispense and counsel on medication administration.” (UK task statement)
How this row was scored
Exposure score: 5 out of 100 (1–9 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 value is that a specific person does it.
The rating behind it: Handing over and checking the actual medicine is hands-on work a pharmacist must legally oversee, whatever the wording software can draft.
The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 3/4 · needs to be trusted in the moment 2/4 · how much data exists 4/4.

Show the other 46 tasks

Staying informed about current research and development trends
shifting to AI
This is reading one thing and writing another: informed in, a record out. That is the shape today's tools are built for.
importance 70 · 2251/00
Source: “Stay informed about current research and development trends.” (UK task statement)
How this row was scored
Exposure score: 83 out of 100 (76–90 allowing for uncertainty): very 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: Scanning and summarising published research is one of the things current software does fastest and best.
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.
Providing information on medication expenditure
shifting to AI
This is reading one thing and writing another: information in, a record out. That is the shape today's tools are built for.
importance 70 · 2251/00
Source: “Provide information on medication expenditure.” (UK task statement)
How this row was scored
Exposure score: 81 out of 100 (77–85 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: Pulling spending figures out of pharmacy systems and reporting them is straightforward data work for software.
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 3/4.
Updating pharmacy information databases
shifting to AI
This is reading one thing and writing another: pharmacy information databases in, a record out. That is the shape today's tools are built for.
importance 70 · 2251/00
Source: “Update pharmacy information databases.” (UK task statement)
How this row was scored
Exposure score: 81 out of 100 (77–85 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: Updating structured database records from documented sources is routine work computers already handle well.
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 3/4.
Maintaining pharmacy charge system files to ensure accurate billing
shifting to AI
This is reading one thing and writing another: pharmacy charge system files in, a record out. That is the shape today's tools are built for.
importance 65 · 2251/00
Source: “Maintain pharmacy charge system files to ensure accurate billing.” (UK task statement)
How this row was scored
Exposure score: 81 out of 100 (77–85 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: Billing files are structured records, and keeping them accurate is exactly the sort of task software does reliably.
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 3/4.
Maintaining patient profiles with updated medication information
shifting to AI
This is reading one thing and writing another: patient profiles in, a record out. That is the shape today's tools are built for.
importance 70 · 2251/00
Source: “Maintain patient profiles with updated medication information.” (UK 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; someone qualified has to answer for it.
The rating behind it: Keeping medication records up to date from documented sources is routine data work computers handle reliably.
The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 2/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.
Maintaining pharmacy files
shifting to AI
This is reading one thing and writing another: pharmacy files in, a record out. That is the shape today's tools are built for.
importance 65 · 2251/00
Source: “Maintain pharmacy files.” (UK task statement)
How this row was scored
Exposure score: 66 out of 100 (62–70 allowing for uncertainty): 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: Pharmacy records are structured and mostly generated by the dispensing system, so keeping them in order is largely automatic.
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.
Evaluating ingredient suitability for prescriptions
shifting to AI
This is reading one thing and writing another: ingredient suitability in, a record out. That is the shape today's tools are built for.
importance 75 · 2251/00
Source: “Evaluate ingredient suitability for prescriptions.” (UK task statement)
How this row was scored
Exposure score: 62 out of 100 (58–66 allowing for uncertainty): high exposure, high 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: Judging whether ingredients suit a prescription draws on published reference data, with a pharmacist accountable for the conclusion.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 2/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.
Inventorying and ordering medical, lab or office supplies or equipment
shifting to AI
This is reading one thing and writing another: medical, lab or office supplies or equipment in, a record out. That is the shape today's tools are built for.
importance 65 · 2251/00
Source: “Inventory and order medical, lab, or office supplies or equipment.” (UK 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: Ordering and stock levels are handled well by inventory systems, though someone still checks the shelves from time to time.
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.
Writing guidelines for drug use within the hospital
changing shape
The software now makes the first pass at guidelines, 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 · 2251/00
Source: “Write guidelines for drug use within the hospital.” (UK 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; someone qualified has to answer for it.
The rating behind it: Guidelines are written from published evidence, so software drafts them well, but a pharmacist must own the final version.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 2/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Responding to technical enquiries from hospitals and GPs
changing shape
The software now makes the first pass at technical enquiries, 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 · 2251/00
Source: “Respond to technical enquiries from hospitals and GPs.” (UK task statement)
How this row was scored
Exposure score: 53 out of 100 (46–60 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: Medicines information is thoroughly documented and searchable, so good draft answers come quickly, though a pharmacist checks them before sending.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 2/4 · needs to be trusted in the moment 1/4 · how much data exists 4/4.
Recommending specific medication brands and healthcare supplies based on customer health needs
changing shape
The software now makes the first pass at specific medication brands, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 75 · 2251/00
Source: “Recommend specific medication brands and healthcare supplies based on customer health needs.” (UK task statement)
How this row was scored
Exposure score: 46 out of 100 (39–53 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: Product recommendations follow well-published information about symptoms and remedies, so software can suggest options for staff to confirm.
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 1/4 · how much data exists 4/4.
Advising on the most suitable form of medication
staying human
The rules require a named, qualified person to answer for the most suitable form of medication, and that person cannot be a piece of software.
importance 85 · 2251/00
Source: “Advise on the most suitable form of medication, such as tablets, injections, creams, or inhalers.” (UK 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; someone qualified has to answer for it.
The rating behind it: Choosing between tablets, creams or inhalers follows well-published guidance, but a registered pharmacist still settles the decision with the patient.
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 1/4 · how much data exists 4/4.
Advising the public on treating minor ailments
staying human
The rules require a named, qualified person to answer for the public, and that person cannot be a piece of software.
importance 80 · 2251/00
Source: “Advise the public on treating minor ailments.” (UK 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; someone qualified has to answer for it.
The rating behind it: Minor ailment advice follows published NHS pathways that software handles well, but pharmacists carry responsibility for what they tell people.
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 1/4 · how much data exists 4/4.
Maintaining a register of controlled drugs for legal and stocking control
staying human
The rules require a named, qualified person to answer for a register of controlled drugs, and that person cannot be a piece of software.
importance 80 · 2251/00
Source: “Maintain a register of controlled drugs for legal and stock control.” (UK 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; someone qualified has to answer for it.
The rating behind it: Keeping the controlled-drugs register is structured record work, but the law puts a named pharmacist behind every entry and stock check.
The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.
Contributing to ongoing research and development projects
staying human
The ratings behind this row put ongoing research well outside what today's tools can do on their own.
importance 70 · 2251/00
Source: “Contribute to ongoing research and development projects.” (UK task statement)
How this row was scored
Exposure score: 37 out of 100 (30–44 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.
The rating behind it: Software can draft, analyse and review literature, but research still needs people running and steering the project.
The five ratings: output a model can produce 2/4 · 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.
Providing information and advice regarding medicine dosage
staying human
The rules require a named, qualified person to answer for information, and that person cannot be a piece of software.
importance 85 · 2251/00
Source: “Provide information and advice regarding medicine dosage.” (UK task statement)
How this row was scored
Exposure score: 35 out of 100 (28–42 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; someone qualified has to answer for it.
The rating behind it: Dosing references are fully published and easy to look up, but in a pharmacy the advice must come from a registered pharmacist.
The five ratings: output a model can produce 2/4 · needs a body in a room 0/4 · needs an accountable person 3/4 · needs to be trusted in the moment 1/4 · how much data exists 4/4.
Discussing treatments with patients' relatives
staying human
The value here is that a specific person handles treatments and stands behind it. That is earned, not computed.
importance 80 · 2251/00
Source: “Discuss treatments with patients' relatives, community pharmacists and GPs.” (UK task statement)
How this row was scored
Exposure score: 35 out of 100 (28–42 allowing for uncertainty): low exposure, medium 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: These are live professional conversations where quick back-and-forth and mutual confidence matter more than the underlying information.
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 2/4 · how much data exists 3/4.
Planning and monitoring drug regimens with other healthcare professionals
staying human
The rules require a named, qualified person to answer for drug regimens, and that person cannot be a piece of software.
importance 70 · 2251/00
Source: “Plan and monitor drug regimens with other healthcare professionals.” (UK task statement)
How this row was scored
Exposure score: 33 out of 100 (26–40 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: Regimen planning uses well-documented evidence, but a registered professional must own the clinical decision for each patient.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 3/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Implementing hospital regulations to ensure compliance and safety
staying human
The ratings behind this row put hospital regulations well outside what today's tools can do on their own.
importance 70 · 2251/00
Source: “Implement hospital regulations to ensure compliance and safety.” (UK task statement)
How this row was scored
Exposure score: 32 out of 100 (25–39 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.
The rating behind it: Policies and checks are written down and easy to track, but putting them into practice still needs someone present in the hospital.
The five ratings: output a model can produce 2/4 · needs a body in a room 1/4 · needs an accountable person 1/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Informing patients and their families about mental health and medical conditions
staying human
The rules require a named, qualified person to answer for patients, and that person cannot be a piece of software.
importance 80 · 2251/00
Source: “Inform patients and their families about mental health and medical conditions, preventative health measures, medicines, or treatment plans.” (UK task statement)
How this row was scored
Exposure score: 30 out of 100 (23–37 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: 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: Medicines information is thoroughly documented and easy to explain in writing, though patients expect a pharmacist to answer their questions personally.
The five ratings: output a model can produce 2/4 · needs a body in a room 0/4 · needs an accountable person 2/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Providing support through the New Medicine Service
staying human
The rules require a named, qualified person to answer for support, and that person cannot be a piece of software.
importance 75 · 2251/00
Source: “Provide support through the New Medicine Service (NMS) to patients starting certain medicines to treat long-term conditions (England only).” (UK task statement)
How this row was scored
Exposure score: 30 out of 100 (23–37 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: 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: The service follows a documented script, but the value comes from a pharmacist talking a patient through a new medicine.
The five ratings: output a model can produce 2/4 · needs a body in a room 0/4 · needs an accountable person 2/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Teaching within the pharmacy department after gaining substantial experience
staying human
The value here is that a specific person handles within the pharmacy department after gaining substantial experience and stands behind it. That is earned, not computed.
importance 65 · 2251/00
Source: “Teach within the pharmacy department after gaining substantial experience.” (UK task statement)
How this row was scored
Exposure score: 24 out of 100 (17–31 allowing for uncertainty): low exposure, medium 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: Teaching colleagues well depends on the relationship in the room, though software can prepare much of the material.
The five ratings: output a model can produce 2/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 3/4 · how much data exists 3/4.
Conducting Medicines Use Reviews to help patients understand their medication
staying human
The rules require a named, qualified person to answer for medicines use reviews, and that person cannot be a piece of software.
importance 80 · 2251/00
Source: “Conduct Medicines Use Reviews to help patients understand their medication.” (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: 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: Software can prepare the review, but the conversation that makes it useful happens in person with a responsible pharmacist.
The five ratings: output a model can produce 2/4 · needs a body in a room 1/4 · needs an accountable person 2/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Managing the storage of medicines to ensure they are kept securely and under appropriate conditions
staying human
This work happens in the physical world: the storage of medicines, in a real place. Software cannot follow it there.
importance 80 · 2251/00
Source: “Manage the storage of medicines to ensure they are kept securely and under appropriate conditions.” (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: Storage rules are well documented, yet keeping medicines secure and at the right temperature needs someone physically minding the stockroom.
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.
Managing, supervising and training pharmacy support staff
staying human
The value here is that a specific person handles pharmacy support staff and stands behind it. That is earned, not computed.
importance 75 · 2251/00
Source: “Manage, supervise and train pharmacy support staff.” (UK task statement)
How this row was scored
Exposure score: 21 out of 100 (17–25 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: Developing and supervising staff depends on a working relationship built in person, which software cannot stand in for.
The five ratings: output a model can produce 2/4 · needs a body in a room 1/4 · needs an accountable person 1/4 · needs to be trusted in the moment 3/4 · how much data exists 3/4.
Supervising less experienced staff to facilitate skill development and project completion
staying human
The value here is that a specific person handles less experienced staff and stands behind it. That is earned, not computed.
importance 70 · 2251/00
Source: “Supervise less experienced staff to facilitate skill development and project completion.” (UK task statement)
How this row was scored
Exposure score: 21 out of 100 (17–25 allowing for uncertainty): low exposure, high confidence.
Why it sits in this group: the value is that a specific person does it.
The rating behind it: Bringing on less experienced colleagues rests on a working relationship and daily contact software cannot replace.
The five ratings: output a model can produce 2/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 3/4 · how much data exists 2/4.
Conducting weight-loss programmes
staying human
The value here is that a specific person handles weight-loss programmes and stands behind it. That is earned, not computed.
importance 60 · 2251/00
Source: “Conduct weight-loss programmes.” (UK task statement)
How this row was scored
Exposure score: 21 out of 100 (14–28 allowing for uncertainty): low exposure, medium 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: Weight-loss support works through regular, trusting contact with a person, even if the dietary advice itself is well documented.
The five ratings: output a model can produce 2/4 · needs a body in a room 1/4 · needs an accountable person 1/4 · needs to be trusted in the moment 3/4 · how much data exists 3/4.
Managing screening programmes for early detection of diseases
staying human
This work happens in the physical world: programmes, in a real place. Software cannot follow it there.
importance 65 · 2251/00
Source: “Manage screening programmes for early detection of diseases.” (UK task statement)
How this row was scored
Exposure score: 18 out of 100 (11–25 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: Screening programmes need people physically testing and reaching patients, even though the planning and data side is well documented.
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 1/4 · how much data exists 3/4.
Prescribing medications as part of pharmaceutical care
staying human
The rules require a named, qualified person to answer for medications, and that person cannot be a piece of software.
importance 85 · 2251/00
Source: “Prescribe medications as part of pharmaceutical care.” (UK task statement)
How this row was scored
Exposure score: 15 out of 100 (11–19 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: 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: Prescribing is legally an act of a qualified prescriber, so software can suggest options but cannot issue the prescription.
The five ratings: output a model can produce 2/4 · needs a body in a room 1/4 · needs an accountable person 4/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Offering services to assist patients in managing conditions like diabetes or high blood pressure
staying human
This work happens in the physical world: services, in a real place. Software cannot follow it there.
importance 70 · 2251/00
Source: “Offer services to assist patients in managing conditions like diabetes or high blood pressure.” (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 value is that a specific person does it.
The rating behind it: Long-term condition support needs readings taken in person and a trusted conversation, though the guidance behind it is well published.
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 2/4 · how much data exists 3/4.
Selling over-the-counter medicines
staying human
This work happens in the physical world: over-the-counter medicines, in a real place. Software cannot follow it there.
importance 85 · 2251/00
Source: “Sell over-the-counter medicines.” (UK task statement)
How this row was scored
Exposure score: 11 out of 100 (7–15 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: Pharmacy medicines may only be sold under a registered pharmacist's supervision, and the product is handed over in the shop.
The five ratings: output a model can produce 1/4 · needs a body in a room 2/4 · needs an accountable person 3/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Maintaining stock and storing and handling pharmaceutical supplies
staying human
This work happens in the physical world: stock, in a real place. Software cannot follow it there.
importance 75 · 2251/00
Source: “Maintain stock and store and handle pharmaceutical supplies, medical supplies, or medicines properly.” (UK task statement)
How this row was scored
Exposure score: 11 out of 100 (4–18 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: Ordering and stock records are easily automated, but medicines still have to be physically stored and handled, some under a pharmacist's control.
The five ratings: output a model can produce 2/4 · 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.
Conducting clinical trials for medicine testing
staying human
This work happens in the physical world: clinical trials, in a real place. Software cannot follow it there.
importance 70 · 2251/00
Source: “Conduct clinical trials for medicine testing.” (UK task statement)
How this row was scored
Exposure score: 11 out of 100 (4–18 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: Trial paperwork and analysis can be largely automated, but dosing volunteers happens in person under legally named, qualified investigators.
The five ratings: output a model can produce 1/4 · needs a body in a room 2/4 · needs an accountable person 3/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Delivering healthcare services as listed on the NHS website
staying human
This work happens in the physical world: healthcare services, in a real place. Software cannot follow it there.
importance 75 · 2251/00
Source: “Deliver healthcare services as listed on the NHS website.” (UK task statement)
How this row was scored
Exposure score: 9 out of 100 (0–21 allowing for uncertainty): minimal exposure, low 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: Delivering NHS services covers hands-on care by registered staff, so software mostly supports rather than performs the work.
The five ratings: output a model can produce 1/4 · needs a body in a room 2/4 · needs an accountable person 3/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Managing a needle and syringe exchange scheme to support public health initiatives
staying human
This work happens in the physical world: a needle, in a real place. Software cannot follow it there.
importance 70 · 2251/00
Source: “Manage a needle and syringe exchange scheme to support public health initiatives.” (UK task statement)
How this row was scored
Exposure score: 9 out of 100 (0–21 allowing for uncertainty): minimal exposure, low 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: Running an exchange scheme mixes record keeping with handing out and taking back equipment in person.
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 2/4 · how much data exists 2/4.
Running clinics on health topics
staying human
This work happens in the physical world: clinics, in a real place. Software cannot follow it there.
importance 70 · 2251/00
Source: “Run clinics on health topics such as diabetes, weight loss, and stopping smoking.” (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: 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: These clinics run face to face, depend on the pharmacist's encouragement over time, and involve medicines only a pharmacist may supply.
The five ratings: output a model can produce 1/4 · needs a body in a room 2/4 · needs an accountable person 3/4 · needs to be trusted in the moment 3/4 · how much data exists 3/4.
Supervising the preparation of medicines not supplied ready-made by the manufacturer
staying human
This work happens in the physical world: the preparation of medicines not supplied ready-made, in a real place. Software cannot follow it there.
importance 75 · 2251/00
Source: “Supervise the preparation of medicines not supplied ready-made by the manufacturer.” (UK task statement)
How this row was scored
Exposure score: 6 out of 100 (2–10 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: Supervising preparation means being present in the room while medicines are made, which the law requires of a pharmacist.
The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Qualitychecking sterile medicines, including intravenous medicines
staying human
This work happens in the physical world: sterile medicines, including intravenous medicines, in a real place. Software cannot follow it there.
importance 70 · 2251/00
Source: “Quality-check sterile medicines, including intravenous medicines.” (UK task statement)
How this row was scored
Exposure score: 6 out of 100 (2–10 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: Quality-checking sterile products means inspecting and testing physical items under a qualified person's responsibility.
The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Organising and providing vaccinations, such as the flu jab
staying human
This work happens in the physical world: vaccinations, in a real place. Software cannot follow it there.
importance 80 · 2251/00
Source: “Organise and provide vaccinations, such as the flu jab.” (UK task statement)
How this row was scored
Exposure score: 5 out of 100 (1–9 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: Booking and records can be automated, but giving an injection needs a trained person with the patient in front of them.
The five ratings: output a model can produce 1/4 · 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.
Offering specialist health checks, such as blood pressure and cholesterol monitoring and diabetes screening
staying human
This work happens in the physical world: specialist health checks, in a real place. Software cannot follow it there.
importance 75 · 2251/00
Source: “Offer specialist health checks, such as blood pressure and cholesterol monitoring and diabetes screening.” (UK task statement)
How this row was scored
Exposure score: 5 out of 100 (0–12 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: The reading has to be taken from the person's arm or finger, and a registered pharmacist must run the check and act on it.
The five ratings: output a model can produce 1/4 · 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.
Conducting ward rounds to record patient drug histories accurately
staying human
This work happens in the physical world: ward rounds, in a real place. Software cannot follow it there.
importance 65 · 2251/00
Source: “Conduct ward rounds to record patient drug histories accurately.” (UK task statement)
How this row was scored
Exposure score: 4 out of 100 (0–11 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: Ward rounds mean walking the wards and speaking to patients, so the record follows presence rather than replacing it.
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 2/4 · how much data exists 2/4.
Compounding medications as prescribed by doctors and dentists
staying human
This work happens in the physical world: medications, in a real place. Software cannot follow it there.
importance 85 · 2251/00
Source: “Compound medications as prescribed by doctors and dentists by calculating, weighing, measuring, and mixing ingredients.” (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: Compounding means weighing, measuring and mixing real ingredients by hand, which software cannot do.
The five ratings: output a model can produce 1/4 · 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.
Supplying and administering a range of authorised medicines safely
staying human
This work happens in the physical world: a range of authorised medicines, in a real place. Software cannot follow it there.
importance 80 · 2251/00
Source: “Supply and administer a range of authorised medicines safely.” (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: Handing over and giving medicines to a person is physical work only a qualified human can do.
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 3/4.
Ensuring patients take their medicine as directed by district nurse or carer
staying human
This work happens in the physical world: patients take their medicine, in a real place. Software cannot follow it there.
importance 70 · 2251/00
Source: “Ensure patients take their medicine as directed by district nurse or carer.” (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 value is that a specific person does it.
The rating behind it: Making sure someone actually takes their medicine means being there with them, which software cannot do.
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 2/4 · how much data exists 2/4.
Preparing infusions for use in surgical procedures
staying human
This work happens in the physical world: infusions, in a real place. Software cannot follow it there.
importance 70 · 2251/00
Source: “Prepare infusions for use in surgical procedures, A&E departments, or patients' homes.” (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: Preparing sterile infusions is careful hands-on laboratory work that has to be done by trained people.
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 dosette boxes for individuals with specific medication schedules
staying human
This work happens in the physical world: dosette boxes, in a real place. Software cannot follow it there.
importance 65 · 2251/00
Source: “Prepare dosette boxes for individuals with specific medication schedules.” (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: Filling weekly pill boxes by hand for a named patient is physical work software cannot do.
The five ratings: output a model can produce 1/4 · 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.

What this job pays, and how many people do it

Median pay: £53,800a 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: 80,400in 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: different treatments are compatible in, a record out. The rows above are exactly that shape: staying informed about current research and development trends and ensuring that different treatments are compatible. What it cannot do is be answerable: medication administration needs 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

Your week is splitting in two, and which half fills it is the whole question. Staying informed about current research and development trends is going; dispensing and counseling on medication administration is not.

So, given all that: 21% of this job's task weight sits in rows the software is already learning, 11% in rows that change shape rather than disappear, and 69% in rows it is nowhere near. That is the position, measured across 56 scored tasks. It is not a forecast about you.

The occupation is an average and you are not, so the first job below is finding out where your own week actually sits.

This week: one thing

Print the task ledger above and put your own hours next to each row. Roughly, in pen, in one sitting. Then look at which group your hours actually pile up in. Twenty minutes, this week.

What you end up holding: your own week, on one page, sorted into what is shifting and what is not
How long it takes: about twenty minutes

If printing it isn’t practical: Read the rows off this page and write the same list on the back of an envelope. Same twenty minutes, same page, and it works just as well said out loud to someone who knows the job. The point is your hours next to the rows, not the paper it is on.

Over the next 90 days

Volunteer toward the durable end, visibly. Over the next ninety days put your hand up for the work in the bottom group (dispensing and counseling on medication administration) and let people see you doing it. Not a new project: the same job, with your mix deliberately tilted. The point is that when the rota or the reorganisation comes, the version of you people picture is the one doing the part that stays.

Over the next 12 months

Claim a specialism at the durable end and let the other end go. Over a year, deliberately become the person who handles dispensing and counseling on medication administration, and deliberately stop being the first choice for the rows in the top group. That trade costs something, because the exposed work is often the comfortable work. Decide it on purpose rather than by drift. 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 pharmacists (nearest by the work that AI is not taking, not by job title), and none of them survived. The closest was pharmaceutical technicians: only about 13% of its durable work is work you already do and it pays 42.3% less. And on the numbers you do not need one. This job scores 32/100 here, with only 21% of the task list in the top band, and “advise patients about medication schedules and possible side effects or interactions with…” 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.

Pharmaceutical technicians
Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “supply and administer a range of authorised medicines safely”. Across the whole of both lists that adds up to about 13% 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 13% of the durable work in that job is work you do today, and the rest you would be learning while the bills carried on. It is a pay cut, in those words: £31,044 against your £53,772, 42.3% less (ASHE Table 14.7a, 2025 provisional (both)). Retraining to earn less is a decision, not advice.
Look at that job’s page anyway →
Pharmacy and optical dispensing assistants
Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “sell over-the-counter medicines”. Across the whole of both lists that adds up to about 12% 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 12% of the durable work in that job is work you do today, and the rest you would be learning while the bills carried on. It is a pay cut, in those words: £23,783 against your £53,772, 55.8% less (ASHE Table 14.7a, 2025 provisional (both)). Retraining to earn less is a decision, not advice.
Look at that job’s page anyway →
Registered nurse practitioners
Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “inform patients and their families about mental health and medical conditions, preventative health measures, medicines, or…”. Across the whole of both lists that adds up to about 6% of the work in that job the software is not taking.
Why I am not recommending it: Almost none of it is work you already do: about 6% of the durable side of that job. That is a different job, not a next step. It is a pay cut, in those words: £46,069 against your £53,772, 14.3% less (ASHE Table 14.7a, 2025 provisional (both)). Retraining to earn less is a decision, not advice.
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: 21% of its task weight, across 56 scored tasks. Every row behind it is printed above with the source. Check ours; ignore theirs.
The whole-job doom story
Nothing on this page says this job ends. It says the mix inside it moves. Half the rows above are unchanged or changing shape, and the plan is about which half your week sits in. That is a very different problem, and a solvable one.
Panic-buying a course
Do the twenty-minute sorting exercise first. Most people who buy a course before they have done it buy the wrong one, and the free services listed below will tell you the same thing without charging for it.
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 Pharmacists 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

In US official statistics this job is counted as Pharmacists. Pay and employment stay on this page’s own group; the task list and the scores do not cross over.

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 pharmacists, 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 21% 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 pharmacists. 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 pharmacists launches. Nothing else.

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No Space for pharmacists 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 pharmacists 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 pharmacists 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 Pharmacists?: Not as a job, but it is already doing parts of the work. Across the 56 official task statements scored for Pharmacists (United Kingdom, SOC 2251), 21% of the importance-weighted core work is made of tasks today's AI could already do most of. The overall exposure score is 32 out of 100 (range 27–38, band: low). 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 “Pharmacists” can AI already do?: The highest-scoring tasks in release 2026-q4.1 are: “Stay informed about current research and development trends” (83/100, very high); “Provide information on medication expenditure” (81/100, very high); “Update pharmacy information databases” (81/100, 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 “Pharmacists” stay human?: About 69% 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: “Prepare dosette boxes for individuals with specific medication schedules” (0/100, minimal); “Prepare infusions for use in surgical procedures, A&E departments, or patients' homes” (0/100, minimal); “Ensure patients take their medicine as directed by district nurse or carer” (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 “Pharmacists” do about AI?: Start from the ledger rather than the headline: 21% of this job's weighted core work is exposed, and roughly 69% 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 Pharmacists 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.
2 rows are marked low confidence, so treat them as a ballpark rather than a fine measurement.
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.

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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 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.