Will AI replace Interior designers?

Not as a job, but it is already doing parts of the work. Across the 57 official task statements scored for Interior designers (United Kingdom, SOC 3421), 24% of the importance-weighted core work is made of tasks today's AI could already do most of. The overall exposure score is 41 out of 100 (range 35–47, band: partial). 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 “Interior designers” can AI already do?

The highest-scoring tasks in release 2026-q4.1 are: “Calculate costs of materials, overheads, and other expenses from estimates and price lists” (93/100, very high); “Stay informed about design trends and developments” (83/100, very high); “Research and gather information and photographs relating to the project” (75/100, high). Each score comes from five published 0–4 ratings turned into a number by a published formula, and each carries the model's one-sentence reason on the page.

Which tasks in “Interior designers” stay human?

About 54% 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: “Measure room dimensions during customer visits for design purposes” (0/100, minimal); “Provide samples of finishes, decoration, and dressing to clients” (6/100, minimal); “Oversee installation teams to ensure design implementation” (6/100, 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 “Interior designers” do about AI?

Start from the ledger rather than the headline: 24% of this job's weighted core work is exposed, and roughly 54% 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 Interior designers 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 57 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

Interior designers

staying informed about design trends and developments, measuring room dimensions during customer visits for design purposes and evaluating materials and costs in accordance with project budgets. 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 design trends and developments. 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: 24%
changing shape: 22%
staying human: 54%

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

Whole-job exposure score 41 out of 100 (35–47 allowing for uncertainty): partial exposure, across 57 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 interior designers is rated on five dimensions: can a model produce the output, does the work need a body in a room, does it need a legally accountable person, does it depend on a person being trusted in the moment, and how much data exists. A published formula turns those five ratings into the score; the model never writes the number.

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

Release: 2026-q4.1, scores computed 2026-08-05. Read the full method.

That slice is not coming back; the core of the job, measuring room dimensions during customer visits for design purposes, stays yours. New tools, same person answering for it.

Your week, as this page understands it

Interior designers plan, direct and undertake the creation of designs for interior spaces, procure materials and oversee implementation of the plans. The job title says “interior designers”. The real job is the part underneath: measuring room dimensions during customer visits for design purposes. 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 interior designers is not one task. It is 57 scored ones, and they are nowhere near equally exposed. The most durable of them, on this evidence, is measuring room dimensions during customer visits for design purposes, and the ledger below shows exactly why.

Where the work sits, by task weight

shifting to AI: 24%
changing shape: 22%
staying human: 54%

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

How we know this

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

Release: 2026-q4.1, scores computed 2026-08-05. Read the full method.

Your job, task by task

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

One row is marked low confidence, so treat it as a ballpark rather than a fine measurement.
17 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

14 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.

Staying informed about design trends and developments
This is reading one thing and writing another: informed in, a record out. That is the shape today's tools are built for.
importance 90 · 3421/00
Source: “Stay informed about design trends and developments.” (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: Design trends are widely published and easy for these tools to gather, though taste develops with a person.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 4/4.
Researching and gathering information and photographs relating to the project
This is reading one thing and writing another: information in, a record out. That is the shape today's tools are built for.
importance 85 · 3421/00
Source: “Research and gather information and photographs relating to the project.” (UK task statement)
How this row was scored
Exposure score: 75 out of 100 (71–79 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: Gathering reference information and images is desk research that software does quickly and well.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Testing prototypes using computer aided design
This is reading one thing and writing another: prototypes in, a record out. That is the shape today's tools are built for.
importance 85 · 3421/00
Source: “Test prototypes using computer aided design (CAD) software.” (UK task statement)
How this row was scored
Exposure score: 75 out of 100 (71–79 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: Testing a prototype inside design software is screen work with well documented methods.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Evaluating materials and costs in accordance with project budgets
This is reading one thing and writing another: materials in, a record out. That is the shape today's tools are built for.
importance 80 · 3421/00
Source: “Evaluate materials and costs in accordance with project budgets.” (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; mistakes that are cheap to catch.
The rating behind it: Checking materials and costs against a budget is arithmetic and comparison against records.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

Changing shape

12 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.

Creating designs tailored to clients' needs and budget
The software now makes the first pass at designs, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 90 · 3421/00
Source: “Create designs tailored to clients' needs and budget.” (UK task statement)
How this row was scored
Exposure score: 50 out of 100 (43–57 allowing for uncertainty): partial exposure, medium confidence.
Why it sits in this group: mistakes that are cheap to catch.
The rating behind it: Software generates strong concept options, but tailoring them to a real budget and a real client still needs the designer.
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 2/4.
Briefing suppliers and source fittings
The software now makes the first pass at suppliers, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 90 · 3421/00
Source: “Brief suppliers and source fittings, furniture, lighting, finishes, and decorations.” (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: Supplier briefs and sourcing lists are documents and searches software produces quickly.
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.
Engaging with clients to understand their needs and requirements
The software now makes the first pass at clients, but the part that matters is a person saying it and standing behind it. So the job becomes checking and deciding rather than producing.
importance 90 · 3421/00
Source: “Engage with clients to understand their needs and requirements.” (UK task statement)
How this row was scored
Exposure score: 40 out of 100 (33–47 allowing for uncertainty): partial 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: Clients explain what they actually need in conversation with someone they trust.
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 2/4 · how much data exists 3/4.

Staying human

31 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.

Meeting with clients to establish the design brief
The value here is that a specific person handles clients and stands behind it. That is earned, not computed.
importance 90 · 3421/00
Source: “Meet with clients to establish the design brief, including concept, performance and production criteria.” (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: Agreeing a brief face to face depends on reading the client, even though software can draft the brief document.
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.
Working with architects and designing professionals to determine the best use of space
The value here is that a specific person handles architects and stands behind it. That is earned, not computed.
importance 90 · 3421/00
Source: “Work with architects and design professionals to determine the best use of space.” (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: Space-planning ideas can be drafted by software, but agreeing them with architects is a professional negotiation.
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.
Conferring with client to determine factors affecting planning of interior environments
The value here is that a specific person handles client and stands behind it. That is earned, not computed.
importance 90 · 3421/00
Source: “Confer with client to determine factors affecting planning of interior environments, such as budget, architectural preferences, purpose, and function.” (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: Drawing out what a client really wants depends on a live conversation and reading their reactions.
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.

Show the other 47 tasks

Calculating costs of materials, overheads and other expenses from estimates and price lists
shifting to AI
This is reading one thing and writing another: costs of materials, overheads and other expenses in, a record out. That is the shape today's tools are built for.
importance 75 · 3421/00
Source: “Calculate costs of materials, overheads, and other expenses from estimates and price lists.” (UK task statement)
How this row was scored
Exposure score: 93 out of 100 (89–97 allowing for uncertainty): very high exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Working costs out from estimates and price lists is arithmetic on documented figures, which software does at least as well.
The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Preparing sketches for ideas, by hand or using computer software
shifting to AI
This is reading one thing and writing another: sketches in, a record out. That is the shape today's tools are built for.
importance 80 · 3421/00
Source: “Prepare sketches for ideas, by hand or using computer software.” (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; mistakes that are cheap to catch.
The rating behind it: Concept sketches are exactly what image tools now produce quickly, though the designer picks and refines them.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Estimating the quantity and type of materials
shifting to AI
This is reading one thing and writing another: the quantity in, a record out. That is the shape today's tools are built for.
importance 75 · 3421/00
Source: “Estimate the quantity and type of materials needed.” (UK task statement)
How this row was scored
Exposure score: 75 out of 100 (71–79 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: Working out quantities and material types from a drawing is documented, repeatable calculation that software handles well.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Preparing material, cost and timing estimates
shifting to AI
This is reading one thing and writing another: material, cost and timing estimates in, a record out. That is the shape today's tools are built for.
importance 75 · 3421/00
Source: “Prepare material, cost, and timing estimates.” (UK task statement)
How this row was scored
Exposure score: 75 out of 100 (71–79 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: Material, cost and timing estimates are calculations from a specification and price data.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Reviewing and amending quotes to ensure accuracy and competitiveness
shifting to AI
This is reading one thing and writing another: quotes in, a record out. That is the shape today's tools are built for.
importance 75 · 3421/00
Source: “Review and amend quotes to ensure accuracy and competitiveness.” (UK task statement)
How this row was scored
Exposure score: 75 out of 100 (71–79 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: Checking quote figures and comparing prices is document work software does quickly and accurately.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Creating mood boards
shifting to AI
This is reading one thing and writing another: mood boards in, a record out. That is the shape today's tools are built for.
importance 70 · 3421/00
Source: “Create mood boards.” (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; mistakes that are cheap to catch.
The rating behind it: Mood boards are curated images, and image tools now assemble convincing ones for the designer to edit.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Researching new materials and technologies for design incorporation
shifting to AI
This is reading one thing and writing another: new materials in, a record out. That is the shape today's tools are built for.
importance 70 · 3421/00
Source: “Research new materials and technologies for design incorporation.” (UK task statement)
How this row was scored
Exposure score: 75 out of 100 (71–79 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: Researching new materials and technologies is reading and summarising, which software does quickly.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Designing plans to ensure safety and compliance with the Equality Act
shifting to AI
This is reading one thing and writing another: plans in, a record out. That is the shape today's tools are built for.
importance 80 · 3421/00
Source: “Design plans to ensure safety and compliance with the Equality Act.” (UK task statement)
How this row was scored
Exposure score: 66 out of 100 (59–73 allowing for uncertainty): high exposure, medium confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Accessibility rules are written down, so software can draft compliant plans, with a professional checking before sign-off.
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.
Reviewing construction plans to identify potential design issues
shifting to AI
This is reading one thing and writing another: construction plans in, a record out. That is the shape today's tools are built for.
importance 80 · 3421/00
Source: “Review construction plans to identify potential design issues.” (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: Checking drawings for clashes and gaps against documented standards is exactly the kind of comparison software does quickly and reliably.
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.
Preparing initial sketches and mood boards for client approval
shifting to AI
This is reading one thing and writing another: initial sketches in, a record out. That is the shape today's tools are built for.
importance 70 · 3421/00
Source: “Prepare initial sketches and mood boards for client approval.” (UK task statement)
How this row was scored
Exposure score: 64 out of 100 (60–68 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: Image tools now produce mood boards and rough visuals to a standard clients accept for early review.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Rendering design ideas in form of paste-ups or drawings
changing shape
The software now makes the first pass at design ideas, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 80 · 3421/00
Source: “Render design ideas in form of paste-ups or drawings.” (UK task statement)
How this row was scored
Exposure score: 58 out of 100 (51–65 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.
The rating behind it: Software renders images well, but rendering this particular scheme accurately still needs the designer's model and choices.
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 3/4.
Assessing the practicality of material use to enhance design functionality and aesthetics
changing shape
The software now makes the first pass at the practicality of material, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 80 · 3421/00
Source: “Assess the practicality of material use to enhance design functionality and aesthetics.” (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; mistakes that are cheap to catch.
The rating behind it: Material properties and costs are well documented, so software can assess practicality with light checking by the designer.
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.
Creating designs and drawings using Computer Aided Design
changing shape
The software now makes the first pass at designs, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 85 · 3421/00
Source: “Create designs and drawings using Computer Aided Design (CAD) software.” (UK task statement)
How this row was scored
Exposure score: 50 out of 100 (43–57 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.
The rating behind it: Software can produce a usable first pass at drawings, though a complete package the client can build from still needs the designer.
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 0/4 · how much data exists 3/4.
Designing the aesthetics, materials and functionality of components
changing shape
The software now makes the first pass at the aesthetics, materials and functionality of components, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 85 · 3421/00
Source: “Design the aesthetics, materials and functionality of components.” (UK task statement)
How this row was scored
Exposure score: 50 out of 100 (43–57 allowing for uncertainty): partial exposure, medium confidence.
Why it sits in this group: mistakes that are cheap to catch.
The rating behind it: Software can generate options, but judging how a component should look, feel and function stays with designers.
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 2/4.
Creating building plans using CAD software
changing shape
The software now makes the first pass at plans, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 80 · 3421/00
Source: “Create building plans using CAD software.” (UK task statement)
How this row was scored
Exposure score: 50 out of 100 (43–57 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.
The rating behind it: Software can produce a usable first pass at building plans, but the finished, approvable drawing still needs the designer's work.
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 0/4 · how much data exists 3/4.
Designing structures using environmentally friendly practices
changing shape
The software now makes the first pass at structures, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 75 · 3421/00
Source: “Design structures using environmentally friendly practices, including LEED standards.” (UK task statement)
How this row was scored
Exposure score: 50 out of 100 (43–57 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.
The rating behind it: Sustainable design standards are published in detail, so software can propose compliant options, though the finished scheme still needs the designer.
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 0/4 · how much data exists 3/4.
Advising on furnishings, equipment use and colour coordination
changing shape
The software now makes the first pass at furnishings, equipment use and colour coordination, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 85 · 3421/00
Source: “Advise on furnishings, equipment use, and colour coordination.” (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: Advice on colours, furnishings and equipment is well documented, so software gives strong suggestions; seeing the actual room still helps.
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.
Coordinating with specialist contractors and suppliers to procure specific construction materials
changing shape
The software now makes the first pass at specialist contractors, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 75 · 3421/00
Source: “Coordinate with specialist contractors and suppliers to procure specific construction materials.” (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: Chasing suppliers and placing material orders is largely written admin that software handles well.
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.
Providing accurate quotes to customers for fitted furniture designs
changing shape
The software now makes the first pass at accurate quotes, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 70 · 3421/00
Source: “Provide accurate quotes to customers for fitted furniture designs.” (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: Pricing fitted furniture from a specification is calculation work software does reliably once measurements are known.
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.
Formulating environmental plans that are practical
staying human
The ratings behind this row put environmental plans well outside what today's tools can do on their own.
importance 85 · 3421/00
Source: “Formulate environmental plans that are practical, aesthetic, and conducive to raising productivity or selling merchandise.” (UK task statement)
How this row was scored
Exposure score: 38 out of 100 (31–45 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: mistakes that are cheap to catch.
The rating behind it: Software can propose layouts that suit selling or productivity, but making them work in a specific building needs the designer.
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 0/4 · how much data exists 2/4.
Planning interior environments for various enclosed spaces
staying human
The ratings behind this row put interior environments well outside what today's tools can do on their own.
importance 85 · 3421/00
Source: “Plan interior environments for various enclosed spaces.” (UK task statement)
How this row was scored
Exposure score: 38 out of 100 (31–45 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: mistakes that are cheap to catch.
The rating behind it: Planning a layout is desk work software can start, but the specific building's quirks still drive the answer.
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 0/4 · how much data exists 2/4.
Choosing furniture and plants to enhance interior spaces
staying human
The ratings behind this row put furniture well outside what today's tools can do on their own.
importance 85 · 3421/00
Source: “Choose furniture and plants to enhance interior spaces.” (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: Image tools can suggest and visualise furnishing options, but seeing the real space and materials still shapes the final choice.
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.
Presenting interior design concepts to clients for approval
staying human
The value here is that a specific person handles interior design concepts and stands behind it. That is earned, not computed.
importance 85 · 3421/00
Source: “Present interior design concepts to clients for approval.” (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: reading one thing and writing another; the value is that a specific person does it.
The rating behind it: Software can build the presentation, but winning approval usually depends on the designer presenting it in person.
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 2/4.
Collaborating with architects to develop detailed designs for construction projects
staying human
The value here is that a specific person handles architects and stands behind it. That is earned, not computed.
importance 75 · 3421/00
Source: “Collaborate with architects to develop detailed designs for construction projects.” (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: Detailed design work can be drafted digitally, but developing it with an architect is a back-and-forth relationship between people.
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.
Conducting feasibility studies to ensure design viability and client satisfaction
staying human
The ratings behind this row put feasibility studies well outside what today's tools can do on their own.
importance 80 · 3421/00
Source: “Conduct feasibility studies to ensure design viability and client satisfaction.” (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: mistakes that are cheap to catch.
The rating behind it: A feasibility study can be drafted by software, but the decisive facts come from the specific site and budget.
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 2/4.
Subcontracting the fabrication and fitting of carpeting
staying human
The ratings behind this row put the fabrication well outside what today's tools can do on their own.
importance 70 · 3421/00
Source: “Subcontract the fabrication and fitting of carpeting, fixtures, and accessories.” (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: mistakes that are cheap to catch.
The rating behind it: Arranging and briefing subcontractors is largely written coordination, though it depends on trusted local relationships.
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 2/4.
Liaising with others, construction managers, planners and designing teams
staying human
The value here is that a specific person handles others, construction managers, planners and designing teams and stands behind it. That is earned, not computed.
importance 80 · 3421/00
Source: “Liaise with others including construction managers, planners and design teams.” (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; the value is that a specific person does it.
The rating behind it: Coordinating with construction managers, planners and designers runs on live conversation and negotiation.
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 3/4.
Negotiating project fees based on budgetary constraints and material costs
staying human
The value here is that a specific person handles project fees and stands behind it. That is earned, not computed.
importance 75 · 3421/00
Source: “Negotiate project fees based on budgetary constraints and material costs.” (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 value is that a specific person does it.
The rating behind it: Software can work out the numbers, but agreeing a fee is a live negotiation where the relationship shapes the result.
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 3/4 · how much data exists 2/4.
Coordinating with architects, engineers and surveyors to align project objectives
staying human
The value here is that a specific person handles architects, engineers and surveyors and stands behind it. That is earned, not computed.
importance 85 · 3421/00
Source: “Coordinate with architects, engineers, and surveyors to align project objectives.” (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: Aligning several professionals depends on live give-and-take between people, though software can prepare the agendas and record what was agreed.
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.
Discussing project requirements with clients to ensure design alignment and satisfaction
staying human
The value here is that a specific person handles project requirements and stands behind it. That is earned, not computed.
importance 85 · 3421/00
Source: “Discuss project requirements with clients to ensure design alignment and satisfaction.” (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: Checking a client is happy with the direction depends on live conversation, though software can prepare the agenda.
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.
Developing initial ideas and acquire key information about potential projects
staying human
The value here is that a specific person handles initial ideas and stands behind it. That is earned, not computed.
importance 80 · 3421/00
Source: “Develop initial ideas and acquire key information about potential projects.” (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: Early ideas can be sketched quickly, but the useful information comes from meeting the client and seeing the space.
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.
Developing new business opportunities to expand client base and project portfolio
staying human
The value here is that a specific person handles new business opportunities and stands behind it. That is earned, not computed.
importance 70 · 3421/00
Source: “Develop new business opportunities to expand client base and project portfolio.” (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: Software can find and approach leads, but winning new design clients depends on relationships and reputation.
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.
Carrying out research to develop prototypes and proof of concepts
staying human
This work happens in the physical world: research, in a real place. Software cannot follow it there.
importance 70 · 3421/00
Source: “Carry out research to develop prototypes and proof of concepts.” (UK task statement)
How this row was scored
Exposure score: 25 out of 100 (18–32 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: mistakes that are cheap to catch; work that happens in the physical world.
The rating behind it: Research can be drafted by software, but making and testing a physical prototype needs hands and materials.
The five ratings: output a model can produce 2/4 · 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 2/4.
Collaborating with other designers and product design teams to develop new products
staying human
The value here is that a specific person handles other designers and stands behind it. That is earned, not computed.
importance 70 · 3421/00
Source: “Collaborate with other designers and product design teams to develop new products.” (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 value is that a specific person does it.
The rating behind it: Developing new products with other design teams happens through discussion between the people involved.
The five ratings: output a model can produce 1/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 2/4.
Selling services to potential clients
staying human
The value here is that a specific person handles services and stands behind it. That is earned, not computed.
importance 85 · 3421/00
Source: “Sell services to potential clients.” (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: Clients buy interior design from a person they trust and like, so the selling itself depends on that relationship.
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.
Designing structures appropriate for the building type
staying human
The ratings behind this row put this work well outside what today's tools can do on their own.
importance 70 · 3421/00
Source: “Design structures appropriate for the building type.” (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 five ratings behind the score, with no single dominant reason.
The rating behind it: Designing structures for a particular building needs engineering judgement and site knowledge software cannot supply.
The five ratings: output a model can produce 1/4 · 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 2/4.
Supervising work during the design stage
staying human
The value here is that a specific person handles work during the design stage and stands behind it. That is earned, not computed.
importance 75 · 3421/00
Source: “Supervise work during the design stage.” (UK task statement)
How this row was scored
Exposure score: 17 out of 100 (10–24 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: the value is that a specific person does it.
The rating behind it: Supervising a design team is about judgement and people, which software can support but not replace.
The five ratings: output a model can produce 1/4 · 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.
Collaborating with a team in a sales-driven environment to achieve sales targets
staying human
The value here is that a specific person handles a team and stands behind it. That is earned, not computed.
importance 60 · 3421/00
Source: “Collaborate with a team in a sales-driven environment to achieve sales targets.” (UK task statement)
How this row was scored
Exposure score: 17 out of 100 (10–24 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: the value is that a specific person does it.
The rating behind it: Working with a sales team towards targets is about people and shared effort, not a document software can produce.
The five ratings: output a model can produce 1/4 · 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.
Surveying buildings to plan interior layouts
staying human
This work happens in the physical world: buildings, in a real place. Software cannot follow it there.
importance 80 · 3421/00
Source: “Survey buildings to plan interior layouts.” (UK task statement)
How this row was scored
Exposure score: 16 out of 100 (9–23 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Surveying a building means walking it and measuring, even though the layout plan afterwards is desk work.
The five ratings: output a model can produce 1/4 · 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 2/4.
Executing tasks according to a client-approved plan or brief
staying human
This work happens in the physical world: tasks, in a real place. Software cannot follow it there.
importance 70 · 3421/00
Source: “Execute tasks according to a client-approved plan or brief.” (UK task statement)
How this row was scored
Exposure score: 14 out of 100 (2–26 allowing for uncertainty): minimal exposure, low confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Carrying out an approved scheme is mostly practical delivery on site rather than something produced at a screen.
The five ratings: output a model can produce 1/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 2/4.
Delivering good customer service by responding swiftly to client queries and concerns
staying human
This work happens in the physical world: good customer service, in a real place. Software cannot follow it there.
importance 60 · 3421/00
Source: “Deliver good customer service by responding swiftly to client queries and concerns.” (UK task statement)
How this row was scored
Exposure score: 9 out of 100 (2–16 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: work that happens in the physical world; the value is that a specific person does it.
The rating behind it: Sorting out a guest's problem quickly usually means noticing it and dealing with it there at the table.
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 2/4.
Creating prototypes of design concepts
staying human
This work happens in the physical world: prototypes of design concepts, in a real place. Software cannot follow it there.
importance 75 · 3421/00
Source: “Create prototypes of design concepts.” (UK task statement)
How this row was scored
Exposure score: 8 out of 100 (4–12 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 a prototype means cutting, shaping and assembling real materials.
The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Managing the construction team as a project manager
staying human
This work happens in the physical world: the construction team, in a real place. Software cannot follow it there.
importance 70 · 3421/00
Source: “Manage the construction team as a project manager.” (UK task statement)
How this row was scored
Exposure score: 8 out of 100 (4–12 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: Running a construction team is about being on site and holding the respect of the trades, which needs a person there.
The five ratings: output a model can produce 1/4 · needs a body in a room 2/4 · needs an accountable person 1/4 · needs to be trusted in the moment 3/4 · how much data exists 2/4.
Inspecting construction work on site to ensure its adherence to the design plans
staying human
This work happens in the physical world: construction work, in a real place. Software cannot follow it there.
importance 75 · 3421/00
Source: “Inspect construction work on site to ensure its adherence to the design plans.” (UK task statement)
How this row was scored
Exposure score: 7 out of 100 (3–11 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: Checking built work against the design means being in the space looking at it, so software only helps with reporting.
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 1/4 · how much data exists 3/4.
Overseeing installation teams to ensure design implementation
staying human
This work happens in the physical world: installation teams, in a real place. Software cannot follow it there.
importance 80 · 3421/00
Source: “Oversee installation teams to ensure design implementation.” (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: work that happens in the physical world; the value is that a specific person does it.
The rating behind it: Overseeing fitters means being on site watching the work and correcting it as it happens.
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.
Providing samples of finishes, decoration and dressing to clients
staying human
This work happens in the physical world: samples of finishes, decoration, in a real place. Software cannot follow it there.
importance 75 · 3421/00
Source: “Provide samples of finishes, decoration, and dressing to clients.” (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: work that happens in the physical world; the value is that a specific person does it.
The rating behind it: Samples have to be physically handed over and felt, so the client can judge the actual finish.
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.
Measuring room dimensions during customer visits for design purposes
staying human
This work happens in the physical world: room dimensions during customer visits, in a real place. Software cannot follow it there.
importance 85 · 3421/00
Source: “Measure room dimensions during customer visits for design purposes.” (UK task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Someone has to stand in the room with a tape or laser to record real dimensions.
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.

What this job pays, and how many people do it

Median pay: £36,500a 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: 40,600in the UK, 2026.nomis-aps · Apr 2025-Mar 2026 (latest APS 12-month period)This headcount comes from a survey, not a census, so treat it as a good estimate rather than an exact count.

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

Why this is shifting

The reason is boringly specific. Most of what is shifting here is reading one thing and writing another: informed in, a record out. The rows above are exactly that shape: staying informed about design trends and developments and researching and gathering information and photographs relating to the project. What it cannot do is be there in the room, and that is still where room dimensions during customer visits get 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

Your week is splitting in two, and which half fills it is the whole question. Staying informed about design trends and developments is going; measuring room dimensions during customer visits for design purposes is not.

So, given all that: 24% of this job's task weight sits in rows the software is already learning, 22% in rows that change shape rather than disappear, and 54% in rows it is nowhere near. That is the position, measured across 57 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 (measuring room dimensions during customer visits for design purposes) 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 measuring room dimensions during customer visits for design purposes, 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 interior designers (nearest by the work that AI is not taking, not by job title), and none of them survived. The closest was architects: only about 11% of its durable work is work you already do. Your own job splits about 24/76: that share of the list sits in the top exposure band and the rest does not. On this evidence the honest move is inside the job rather than out of it. Become the person who owns “brief suppliers and source fittings, furniture, lighting, finishes, and decorations”, and let the exposed end go.

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.

Architects
Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “inspect construction work on site to ensure its adherence to the design plans”. Across the whole of both lists that adds up to about 11% of the work in that job the software is not taking.
Why I am not recommending it: You would be starting most of it from nothing: about 11% of the durable work in that job is work you do today, and the rest you would be learning while the bills carried on.
Look at that job’s page anyway →
Quantity surveyors
Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “liaise with others including construction managers, planners and design teams”. Across the whole of both lists that adds up to about 9% 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 9% of the durable side of that job. That is a different job, not a next step.
Look at that job’s page anyway →
Production managers and directors in construction
Why it looked obvious: It came up as a near neighbour on the work AI is not taking: you already coordinate with architects, engineers, and surveyors to align project objectives, and their equivalent is to check design documents with architects, surveyors and engineers. Across both published task lists that is about 6% of the durable work in that job.
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.
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: 24% of its task weight, across 57 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 Interior Designers is the closest. The pay and employment figures are not directly comparable, and we do not average them together.

Switch to the United States page →partial match

The other groups this work is counted across:

In US official statistics this job is counted as Interior Designers, Merchandise Displayers and Window Trimmers and Set and Exhibit Designers. Pay is shown separately for each of those groups (medians cannot be averaged together), while the task list and the scores on this page are for this group only.

Your route through this

Where to go next, and what it costs

Free, and complete

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

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

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

Nothing Collab365 runs is built for interior designers, 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 24% of the work on this page is already inside what they can do.

Try The AI Authority free →

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The AI Authority is a general community about working with AI, not a course for interior designers. 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.

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No Space for interior designers 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.

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

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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 Interior designers?: Not as a job, but it is already doing parts of the work. Across the 57 official task statements scored for Interior designers (United Kingdom, SOC 3421), 24% of the importance-weighted core work is made of tasks today's AI could already do most of. The overall exposure score is 41 out of 100 (range 35–47, band: partial). 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 “Interior designers” can AI already do?: The highest-scoring tasks in release 2026-q4.1 are: “Calculate costs of materials, overheads, and other expenses from estimates and price lists” (93/100, very high); “Stay informed about design trends and developments” (83/100, very high); “Research and gather information and photographs relating to the project” (75/100, high). Each score comes from five published 0–4 ratings turned into a number by a published formula, and each carries the model's one-sentence reason on the page.
Which tasks in “Interior designers” stay human?: About 54% 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: “Measure room dimensions during customer visits for design purposes” (0/100, minimal); “Provide samples of finishes, decoration, and dressing to clients” (6/100, minimal); “Oversee installation teams to ensure design implementation” (6/100, 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 “Interior designers” do about AI?: Start from the ledger rather than the headline: 24% of this job's weighted core work is exposed, and roughly 54% 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 Interior designers 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 57 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 row is marked low confidence, so treat it 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.
17 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.

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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.