Will AI replace Early education and childcare assistants?

Not as a job, but it is already doing parts of the work. Across the 36 official task statements scored for Early education and childcare assistants (United Kingdom, SOC 6111), 0% 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 7–16, 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 “Early education and childcare assistants” can AI already do?

The highest-scoring tasks in release 2026-q4.1 are: “Keep records on individual children, including daily observations” (56/100, partial); “Log children's developmental milestones” (56/100, partial); “Plan and organise recreational activities and outings to support children's development” (48/100, partial). 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 “Early education and childcare assistants” stay human?

About 90% 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: “Wash clothes or dishes as part of housekeeping duties” (0/100, minimal); “Read to pupils in a class, group, or one-to-one setting” (0/100, minimal); “Teach age-appropriate activities, such as lap play, reading, and arts and crafts, to children” (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 “Early education and childcare assistants” do about AI?

Start from the ledger rather than the headline: 0% of this job's weighted core work is exposed, and roughly 90% 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 Early education and childcare assistants 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 36 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

Early education and childcare assistants

assisting children with dressing in appropriate clothing, organising and storing toys and materials to ensure order in activity areas and providing care and supporting for children in various institutional settings. If that's your week, this page is about your job.

The honest answer

AI changes the edges of this job, not the middle: assisting children with dressing in appropriate clothing 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: 0%
changing shape: 10%
staying human: 90%

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

Whole-job exposure score 10 out of 100 (7–16 allowing for uncertainty): minimal exposure, across 36 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 early education and childcare assistants 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.

What shifts is keeping records on individual children. This page scores what today's tools actually do, not headlines.

Your week, as this page understands it

Early education and childcare assistants assist in the care of children from birth up to seven years of age in day or residential nurseries, children’s homes, maternity units and similar establishments. The job title says “early education” or “childcare assistants”: officially one job, two names. The real job is the part underneath: assisting children with dressing in appropriate clothing. 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 early education and childcare assistants is not one task. It is 36 scored ones, and they are nowhere near equally exposed. The most durable of them, on this evidence, is assisting children with dressing in appropriate clothing, and the ledger below shows exactly why.

Where the work sits, by task weight

shifting to AI: 0%
changing shape: 10%
staying human: 90%

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.

One task scored differently between repeat runs, so its range on this page is wider. We would rather show the wobble than hide it.
7 of this occupation's scored task statements carry a score that was measured under a different occupation's context, because the statement is shared between jobs and has only been scored once so far. Each one names the occupation it was measured under in the free routes below; none is presented as a measurement for this job.
Task clusters are not derived in this release, so the task-cluster field is empty and no Collab365 Space routing is attached to this occupation yet.

Shifting to AI

0 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.

Nothing in this job’s scored task list landed in this group. That is the measurement, not an editorial choice, and it is worth knowing either way.

Changing shape

4 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.

Keeping records on individual children
The software now makes the first pass at records, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 60 · 6111/00
Source: “Keep records on individual children, including daily observations.” (UK task statement)
How this row was scored
Exposure score: 56 out of 100 (52–60 allowing for uncertainty): partial exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Writing up records and daily notes is paperwork, and software drafts it well once the observations exist.
The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Logging children's developmental milestones
The software now makes the first pass at children's developmental milestones, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 60 · 6111/00
Source: “Log children's developmental milestones.” (UK task statement)
How this row was scored
Exposure score: 56 out of 100 (52–60 allowing for uncertainty): partial 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: Logging milestones against a framework is record-keeping that software handles quickly and consistently.
The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Planning and organising recreational activities and outings to support children's development
The software now makes the first pass at recreational activities, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 60 · 6111/00
Source: “Plan and organise recreational activities and outings to support children's development.” (UK task statement)
How this row was scored
Exposure score: 48 out of 100 (41–55 allowing for uncertainty): partial exposure, medium confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Planning activities and outings is desk work, and good draft plans can be produced from the setting's aims.
The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Taking class attendance
The software now makes the first pass at class attendance, but part of it still happens in the physical world. So the job becomes checking and deciding rather than producing.
importance 50 · 6111/00
Source: “Take class attendance.” (UK task statement)
How this row was scored
Exposure score: 41 out of 100 (34–48 allowing for uncertainty): partial exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.
The rating behind it: Marking who is present is simple recording, though someone still has to see who is in the room.
The five ratings: output a model can produce 3/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.

Staying human

32 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.

Assisting children with dressing in appropriate clothing
This work happens in the physical world: children, in a real place. Software cannot follow it there.
importance 80 · 6111/00
Source: “Assist children with dressing in appropriate clothing.” (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 value is that a specific person does it.
The rating behind it: Helping a small child into their coat and shoes takes someone's hands, in the room, with the child.
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 2/4 · how much data exists 1/4.
Changing children's nappies
This work happens in the physical world: children's nappies, in a real place. Software cannot follow it there.
importance 80 · 6111/00
Source: “Change children's nappies.” (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: Changing a nappy is hands-on care that can only be done by a person with the child in front of them.
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.
Feeding babies
This work happens in the physical world: babies, in a real place. Software cannot follow it there.
importance 80 · 6111/00
Source: “Feed babies.” (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 value is that a specific person does it.
The rating behind it: Feeding a baby is physical care given by a person holding the bottle and watching the baby.
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 2/4 · how much data exists 1/4.
Preparing formula milk bottles for babies
This work happens in the physical world: formula milk bottles, in a real place. Software cannot follow it there.
importance 80 · 6111/00
Source: “Prepare formula milk bottles for babies.” (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: Making up bottles means measuring, mixing and sterilising in a kitchen, which needs hands on the 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 2/4.
Preparing formula milk for children in care settings
This work happens in the physical world: formula milk, in a real place. Software cannot follow it there.
importance 80 · 6111/00
Source: “Prepare formula milk for children in care settings.” (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: Preparing formula is a hands-on kitchen job done to strict hygiene steps by a person in the setting.
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.
Teaching children numeracy skills through games and activities
This work happens in the physical world: children numeracy skills, in a real place. Software cannot follow it there.
importance 70 · 6111/00
Source: “Teach children numeracy skills through games and activities.” (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; the value is that a specific person does it.
The rating behind it: Number games can be planned in advance, but running them with young children means being there playing along.
The five ratings: output a model can produce 2/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 3/4 · how much data exists 3/4.

Show the other 26 tasks

Informing children's parents or guardians about daily activities
staying human
The value here is that a specific person handles children's parents and stands behind it. That is earned, not computed.
importance 60 · 6111/00
Source: “Inform children's parents or guardians about daily activities, behaviours, and related issues.” (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; the value is that a specific person does it.
The rating behind it: Daily updates are already largely sent through nursery apps, though the trickier conversations happen face to face.
The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Consulting with other staff members to plan and schedule lessons promoting learning
staying human
The ratings behind this row put other staff members well outside what today's tools can do on their own.
importance 50 · 6111/00
Source: “Consult with other staff members to plan and schedule lessons promoting learning, following approved curricula.” (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: AI drafts the lesson plans, but agreeing and scheduling them happens between colleagues in school.
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.
Organising outings for children to broaden their experiences
staying human
This work happens in the physical world: outings, in a real place. Software cannot follow it there.
importance 60 · 6111/00
Source: “Organise outings for children to broaden their experiences.” (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; mistakes that are cheap to catch; work that happens in the physical world.
The rating behind it: The planning, booking and paperwork can largely be drafted, but the outing itself needs adults with the children.
The five ratings: output a model can produce 3/4 · needs a body in a room 2/4 · needs an accountable person 1/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Discussing children's progress with parents and carers
staying human
The value here is that a specific person handles children's progress and stands behind it. That is earned, not computed.
importance 60 · 6111/00
Source: “Discuss children's progress with parents and carers.” (UK task statement)
How this row was scored
Exposure score: 26 out of 100 (19–33 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: the value is that a specific person does it.
The rating behind it: Nursery apps already share photos and progress notes with parents, though a short chat at pick-up still helps.
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 2/4 · how much data exists 2/4.
Observing children and young people's interactions during play to inform future planning
staying human
This work happens in the physical world: children, in a real place. Software cannot follow it there.
importance 60 · 6111/00
Source: “Observe children and young people's interactions during play to inform future planning.” (UK task statement)
How this row was scored
Exposure score: 14 out of 100 (7–21 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.
The rating behind it: Planning can be drafted from notes, but the watching itself means being present while children play.
The five ratings: output a model can produce 2/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Conducting regular health and safety checks of equipment
staying human
This work happens in the physical world: regular health, in a real place. Software cannot follow it there.
importance 60 · 6111/00
Source: “Conduct regular health and safety checks of equipment, resources, and play structures.” (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; mistakes that are cheap to catch; work that happens in the physical world.
The rating behind it: Checklists can be generated, but the actual checking means walking round and physically testing equipment.
The five ratings: output a model can produce 2/4 · 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.
Planning and supervising arts, crafts, music and cooking activities
staying human
This work happens in the physical world: arts, crafts, music and cooking activities, in a real place. Software cannot follow it there.
importance 60 · 6111/00
Source: “Plan and supervise arts, crafts, music, and cooking activities.” (UK task statement)
How this row was scored
Exposure score: 10 out of 100 (3–17 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; work that happens in the physical world; the value is that a specific person does it.
The rating behind it: Ideas for activities are easy to generate, but supervising a cookery or craft session means being there.
The five ratings: output a model can produce 2/4 · 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.
Supervising and assisting children with their homework to enhance their understanding
staying human
This work happens in the physical world: children, in a real place. Software cannot follow it there.
importance 60 · 6111/00
Source: “Supervise and assist children with their homework to enhance their understanding.” (UK task statement)
How this row was scored
Exposure score: 10 out of 100 (3–17 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; work that happens in the physical world; the value is that a specific person does it.
The rating behind it: Homework help can be explained by software, but supervising children while they work means an adult in the room.
The five ratings: output a model can produce 2/4 · 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.
Promoting mathematical development through stories
staying human
This work happens in the physical world: mathematical development, in a real place. Software cannot follow it there.
importance 60 · 6111/00
Source: “Promote mathematical development through stories, songs, and games.” (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; the value is that a specific person does it.
The rating behind it: Stories, songs and games can be chosen in advance, but sharing them with young children happens in person.
The five ratings: output a model can produce 2/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 3/4 · how much data exists 3/4.
Recommending or initiating measures for children to look after their own clothing and tidy up toys and books
staying human
This work happens in the physical world: measures, in a real place. Software cannot follow it there.
importance 60 · 6111/00
Source: “Recommend or initiate measures for children to look after their own clothing and tidy up toys and books.” (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; the value is that a specific person does it.
The rating behind it: Encouraging children to tidy up and mind their things works through an adult present in the moment.
The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 2/4.
Identifying signs of emotional or developmental problems in children
staying human
This work happens in the physical world: signs of emotional, in a real place. Software cannot follow it there.
importance 70 · 6111/00
Source: “Identify signs of emotional or developmental problems in children.” (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: work that happens in the physical world; the value is that a specific person does it.
The rating behind it: Spotting worries about a child's development comes from watching that child closely, over time, in person.
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 2/4 · how much data exists 2/4.
Implementing disciplinary measures to manage children's behaviour
staying human
This work happens in the physical world: disciplinary measures, in a real place. Software cannot follow it there.
importance 50 · 6111/00
Source: “Implement disciplinary measures to manage children's behaviour.” (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; the value is that a specific person does it.
The rating behind it: Managing a child's behaviour depends on an adult they know responding to them there and then.
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 3/4 · how much data exists 2/4.
Operating in-house day-care centres within businesses
staying human
This work happens in the physical world: in-house day-care centres within businesses, in a real place. Software cannot follow it there.
importance 50 · 6111/00
Source: “Operate in-house day-care centres within businesses.” (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: Running a workplace nursery means registered staff physically present with the children all day.
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.
Supporting the development of a child's personal and social abilities
staying human
This work happens in the physical world: the development of a child's personal and social, in a real place. Software cannot follow it there.
importance 70 · 6111/00
Source: “Support the development of a child's personal and social abilities.” (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: work that happens in the physical world; the value is that a specific person does it.
The rating behind it: A child learns to get on with others through their relationship with a familiar adult who is there with them.
The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 4/4 · how much data exists 2/4.
Caring for children who are disabled or have ill or disabled parents
staying human
This work happens in the physical world: children, in a real place. Software cannot follow it there.
importance 70 · 6111/00
Source: “Care for children who are disabled or have ill or disabled parents.” (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 value is that a specific person does it.
The rating behind it: Caring for a disabled child means being with them, doing things a screen cannot 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 3/4 · how much data exists 1/4.
Cleaning and maintaining all toys and play areas
staying human
This work happens in the physical world: all toys, in a real place. Software cannot follow it there.
importance 70 · 6111/00
Source: “Clean and maintain all toys and play areas.” (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: Washing toys and tidying play areas is physical work done in the room itself.
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.
Instructing children in health and personal habits
staying human
This work happens in the physical world: children, in a real place. Software cannot follow it there.
importance 70 · 6111/00
Source: “Instruct children in health and personal habits, such as eating, resting, and toilet habits.” (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 value is that a specific person does it.
The rating behind it: Teaching toddlers to eat, rest and use the toilet is hands-on guidance given alongside the child.
The five ratings: output a model can produce 1/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 3/4 · how much data exists 2/4.
Maintaining cleanliness and safety of both indoor and outdoor work areas
staying human
This work happens in the physical world: cleanliness, in a real place. Software cannot follow it there.
importance 70 · 6111/00
Source: “Maintain cleanliness and safety of both indoor and outdoor work areas.” (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: Keeping indoor and outdoor areas clean and safe is physical work done on the premises.
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.
Organising and storing toys and materials to ensure order in activity areas
staying human
This work happens in the physical world: toys, in a real place. Software cannot follow it there.
importance 70 · 6111/00
Source: “Organise and store toys and materials to ensure order in activity areas.” (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: Sorting and putting away toys and materials is physical tidying done 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 1/4.
Preparing and providing food for children and young people following health and wellbeing policies
staying human
This work happens in the physical world: food, in a real place. Software cannot follow it there.
importance 70 · 6111/00
Source: “Prepare and provide food for children and young people following health and wellbeing policies.” (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 and serving food to children is hands-on kitchen and mealtime work done on site.
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.
Providing care and supporting for children in various institutional settings
staying human
This work happens in the physical world: care, in a real place. Software cannot follow it there.
importance 70 · 6111/00
Source: “Provide care and support for children in various institutional settings.” (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 value is that a specific person does it.
The rating behind it: Looking after young children in a nursery is hands-on, in-person work throughout.
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 3/4 · how much data exists 1/4.
Regulating children's rest periods and nap schedules
staying human
This work happens in the physical world: children's rest periods, in a real place. Software cannot follow it there.
importance 70 · 6111/00
Source: “Regulate children's rest periods and nap schedules.” (UK task statement)
How this row was scored
Exposure score: 0 out of 100 (0–7 allowing for uncertainty): minimal exposure, high confidence, and it moved between repeat runs, so the range is widened.
Why it sits in this group: work that happens in the physical world; the value is that a specific person does it.
The rating behind it: Settling children into naps and keeping to the schedule happens 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 2/4 · how much data exists 1/4.
Serving meals and refreshments to children
staying human
This work happens in the physical world: meals, in a real place. Software cannot follow it there.
importance 70 · 6111/00
Source: “Serve meals and refreshments to children.” (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: Serving meals and drinks to children means carrying and handing things over 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 1/4.
Teaching age-appropriate activities, such as lap play, reading and arts and crafts, to children
staying human
This work happens in the physical world: age-appropriate activities, in a real place. Software cannot follow it there.
importance 70 · 6111/00
Source: “Teach age-appropriate activities, such as lap play, reading, and arts and crafts, to children.” (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 value is that a specific person does it.
The rating behind it: Lap play, shared reading and crafts happen with an adult sitting alongside the child.
The five ratings: output a model can produce 1/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 3/4 · how much data exists 2/4.
Reading to pupils in a class
staying human
This work happens in the physical world: pupils, in a real place. Software cannot follow it there.
importance 60 · 6111/00
Source: “Read to pupils in a class, group, or one-to-one setting.” (UK task statement)
How this row was scored
Exposure score: 0 out of 100 (0–7 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Reading with a class or a child is done in the room with them.
The five ratings: output a model can produce 1/4 · 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.
Washing clothes or dishes as part of housekeeping duties
staying human
This work happens in the physical world: clothes, in a real place. Software cannot follow it there.
importance 60 · 6111/00
Source: “Wash clothes or dishes as part of housekeeping duties.” (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: Washing up and laundry are physical household jobs.
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.

What this job pays, and how many people do it

Median pay: £24,700a 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: 119,400in 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: records in, a record out. The rows above are exactly that shape: keeping records on individual children. What it cannot do is be there in the room, and that is still where children gets done. Which is why this page talks about your tasks changing, not your job ending.

Your move

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

Start with what does not change: assisting children with dressing in appropriate clothing is the middle of this job, and the evidence on this page says it stays with a person.

So, given all that: 0% of this job's task weight sits in rows the software is already learning, 10% in rows that change shape rather than disappear, and 90% in rows it is nowhere near. That is the position, measured across 36 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. Keeping records on individual children 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 records, 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 children's nappies are 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 keeping records on individual children. 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 early education and childcare assistants (nearest by the work that AI is not taking, not by job title), and none of them survived. The closest was playworkers: there are far fewer of those jobs than of yours. And on the numbers you do not need one. This job scores 10/100 here, with only 0% of the task list in the top band, and “assist children with dressing in appropriate clothing” 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.

Playworkers
Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “support the development of a child's personal and social abilities”. Across the whole of both lists that adds up to about 59% of the work in that job the software is not taking.
Why I am not recommending it: This release publishes no median pay for that job, so I cannot show you what the move costs or pays. I do not recommend a move I cannot price. And it is a narrow door: about 18,200 of those jobs against 119,400 of yours (ONS via Nomis), 15% as many seats.
Look at that job’s page anyway →
Houseparents and residential wardens
Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “assist children with dressing in appropriate clothing”. Across the whole of both lists that adds up to about 33% of the work in that job the software is not taking.
Why I am not recommending it: It is closer than most, and still not close enough: about 33% of that job's durable work is already yours, against the 35% I want to see before I will call something a route.
Look at that job’s page anyway →
Nannies and au pairs
Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “change children's nappies”. Across the whole of both lists that adds up to about 30% of the work in that job the software is not taking.
Why I am not recommending it: It is closer than most, and still not close enough: about 30% of that job's durable work is already yours, against the 35% I want to see before I will call something a route. And it is a narrow door: about 22,400 of those jobs against 119,400 of yours (ONS via Nomis), 19% as many seats.
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: 0% of its task weight, across 36 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 assisting children with dressing in appropriate clothing 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 Childcare Workers 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 Childcare Workers. 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

Why there is no community here

Collab365, who build this site, run paid Spaces for a small number of subjects, and none of them is built for this job. We are not going to point you at the nearest one and call it a fit.

So the free services listed on this page are the whole answer, and it is the same answer we would give a friend.

Noted, and thank you. We’ll email you if a Space for early education / childcare assistants 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 early education / childcare assistants 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 early education / childcare assistants 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 early education / childcare assistants 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 Early education and childcare assistants?: Not as a job, but it is already doing parts of the work. Across the 36 official task statements scored for Early education and childcare assistants (United Kingdom, SOC 6111), 0% 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 7–16, 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 “Early education and childcare assistants” can AI already do?: The highest-scoring tasks in release 2026-q4.1 are: “Keep records on individual children, including daily observations” (56/100, partial); “Log children's developmental milestones” (56/100, partial); “Plan and organise recreational activities and outings to support children's development” (48/100, partial). 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 “Early education and childcare assistants” stay human?: About 90% 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: “Wash clothes or dishes as part of housekeeping duties” (0/100, minimal); “Read to pupils in a class, group, or one-to-one setting” (0/100, minimal); “Teach age-appropriate activities, such as lap play, reading, and arts and crafts, to children” (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 “Early education and childcare assistants” do about AI?: Start from the ledger rather than the headline: 0% of this job's weighted core work is exposed, and roughly 90% 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 Early education and childcare assistants 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 36 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.
One task scored differently between repeat runs, so its range on this page is wider. We would rather show the wobble than hide it.
The match between this job and its counterpart in the other country is partial, so the two pages count slightly different groups of people.
7 of this occupation's scored task statements carry a score that was measured under a different occupation's context, because the statement is shared between jobs and has only been scored once so far. Each one names the occupation it was measured under in the free routes below; none is presented as a measurement for this job.
Task clusters are not derived in this release, so the task-cluster field is empty and no Collab365 Space routing is attached to this occupation yet.

Task statements: 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.