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Printing machine assistants

adjusting ink fountain flow rates, monitoring environmental conditions, such as temperature and humidity and discussing with production team any potential improvements or changes. 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: managing workflow scheduling using computer database software. That is a slice of tasks, not of you.

Your move: what you can actually do about this ↓

That slice is not coming back; the core of the job, adjusting ink fountain flow rates, stays yours. The tools change, the responsibility doesn't.

Your week, as this page understands it

Printing machine assistants set and operate letterpress, platen or cylinder, lithographic and photogravure printing machines, photocopiers, office printers, duplication machines and other reprographic equipment. The job title says “printing machine assistants”. The real job is the part underneath: adjusting ink fountain flow rates. 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 printing machine assistants is not one task. It is 37 scored ones, and they are nowhere near equally exposed. The most durable of them, on this evidence, is adjusting ink fountain flow rates, and the ledger below shows exactly why.

Where the work sits, by task weight

shifting to AI
23%
changing shape
11%
staying human
66%

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

Whole-job exposure score 29 out of 100 (26–35 allowing for uncertainty): low exposure, across 37 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 printing machine 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.

Your job, task by task

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

Shifting to AI

9 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.

  • Managing workflow scheduling using computer database software

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

    importance 85 · 8135/00
    Source: “Manage workflow scheduling using computer database software.” (UK task statement)
    How this row was scored

    Exposure score: 79 out of 100 (75–83 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: Scheduling work through database software is exactly the kind of planning computers do 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 1/4 · how much data exists 3/4.

  • Monitoring environmental conditions, such as temperature and humidity

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

    importance 75 · 8135/00
    Source: “Monitor environmental conditions, such as temperature and humidity.” (UK task statement)
    How this row was scored

    Exposure score: 62 out of 100 (58–66 allowing for uncertainty): high exposure, high confidence.

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

    The rating behind it: Temperature and humidity readings are watched on a screen, which software can do continuously.

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

  • Tracking job progress using computer database software

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

    importance 70 · 8135/00
    Source: “Track job progress using computer database software.” (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: Tracking job progress in a database is routine record keeping.

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

  • Downloading completed jobs to archive media so that queries can be answered or jobs

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

    importance 70 · 8135/00
    Source: “Download completed jobs to archive media so that queries can be answered or jobs replicated.” (UK task statement)
    How this row was scored

    Exposure score: 69 out of 100 (65–73 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: Archiving finished jobs to storage is a file-handling task software does reliably.

    The five ratings: output a model can produce 4/4 · 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.

Changing shape

5 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.

  • Completing quality records documentation to ensure print quality

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

    importance 65 · 8135/00
    Source: “Complete quality records documentation to ensure print quality.” (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: Quality records follow a set format and can largely be filled in automatically, though the print itself is checked at the machine.

    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.

  • Ensuring paper and ink specifications match job requirements

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

    importance 60 · 8135/00
    Source: “Ensure paper and ink specifications match job requirements.” (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: Matching paper and ink to the job specification is a checking task that can be done from job data.

    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.

  • Completing safety logs and updating printing operation systems

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

    importance 60 · 8135/00
    Source: “Complete safety logs and update printing operation systems.” (UK task statement)
    How this row was scored

    Exposure score: 49 out of 100 (42–56 allowing for uncertainty): partial exposure, medium confidence.

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

    The rating behind it: Safety logs are structured records software can complete, though someone on the press floor has to stand behind what is recorded.

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

Staying human

23 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.

  • Adjusting ink fountain flow rates

    This work happens in the physical world: ink fountain flow rates, in a real place. Software cannot follow it there.

    importance 90 · 8135/00
    Source: “Adjust ink fountain flow rates.” (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 rating behind it: Adjusting ink fountain flow is a hands-on setting made at the press.

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

  • Cleaning and lubricating equipment as part of machine maintenance

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

    importance 90 · 8135/00
    Source: “Clean and lubricate equipment as part of machine maintenance.” (UK task statement)
    How this row was scored

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

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

    The rating behind it: Cleaning and lubricating a machine is hands-on work.

    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.

  • Creating print proofs for quality assurance and approval

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

    importance 85 · 8135/00
    Source: “Create print proofs for quality assurance and approval.” (UK task statement)
    How this row was scored

    Exposure score: 19 out of 100 (12–26 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: A press proof has to be pulled off the machine and looked at on paper before anyone can approve it.

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

Show the other 27 tasks

  • Transmiting publication master to printer for production into film and plates

    shifting to AI

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

    importance 65 · 8135/00
    Source: “Transmit publication master to printer for production into film and plates.” (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: Sending the finished master file to the printer is a file transfer that systems handle automatically.

    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.

  • Carrying out pre-checks on received files to prevent technical issues in press and post-press production

    shifting to AI

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

    importance 60 · 8135/00
    Source: “Carry out pre-checks on received files to prevent technical issues in press and post-press production.” (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: Checking incoming files for print problems is exactly what preflight software already does, quickly and consistently.

    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.

  • Ordering supplies to support printing operations

    shifting to AI

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

    importance 60 · 8135/00
    Source: “Order supplies to support printing operations.” (UK task statement)
    How this row was scored

    Exposure score: 79 out of 100 (75–83 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: Reordering inks, plates and paper against stock levels is routine purchasing systems already trigger on their own.

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

  • Downloading or scanning files

    shifting to AI

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

    importance 65 · 8135/00
    Source: “Download or scan files to be printed, using printing production software.” (UK task statement)
    How this row was scored

    Exposure score: 69 out of 100 (62–76 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: Pulling print files into production software is routine file handling done at the workstation.

    The five ratings: output a model can produce 4/4 · 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.

  • Ensuring that all records, both digital and manual

    shifting to AI

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

    importance 50 · 8135/00
    Source: “Ensure that all records, both digital and manual, are updated both during and on completion of each stage.” (UK task statement)
    How this row was scored

    Exposure score: 69 out of 100 (65–73 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: Keeping digital and paper records up to date at each stage is routine record work.

    The five ratings: output a model can produce 4/4 · 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.

  • Preparing digital files for printing

    changing shape

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

    importance 55 · 8135/00
    Source: “Prepare digital files for printing.” (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: Print-ready files depend on press-specific settings and checks that someone still has to set up and verify.

    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.

  • Completing work instruction documents and updating systems

    changing shape

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

    importance 55 · 8135/00
    Source: “Complete work instruction documents and update systems.” (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: Completing work instructions and updating systems is structured paperwork and data entry 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 0/4 · how much data exists 3/4.

  • Ensuring print quality and maximise operational efficiency in printing processes

    staying human

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

    importance 55 · 8135/00
    Source: “Ensure print quality and maximise operational efficiency in printing processes.” (UK task statement)
    How this row was scored

    Exposure score: 29 out of 100 (22–36 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: Quality and efficiency can be analysed from data, but much of the fix happens at the press.

    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 3/4.

  • Discussing with production team any potential improvements or changes

    staying human

    The value here is that a specific person handles production team any potential improvements and stands behind it. That is earned, not computed.

    importance 75 · 8135/00
    Source: “Discuss with production team any potential improvements or changes.” (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: Improvement discussions rely on shop-floor experience, though notes and proposals can be drafted.

    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.

  • Supporting continuous improvement activity within the organisation

    staying human

    The value here is that a specific person handles continuous improvement activity within the organisation and stands behind it. That is earned, not computed.

    importance 75 · 8135/00
    Source: “Support continuous improvement activity within the organisation.” (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: Improvement ideas can be drafted, but making them stick depends on colleagues taking them up.

    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.

  • Applying 5S methodology to support continuous improvement

    staying human

    This work happens in the physical world: 5S methodology, in a real place. Software cannot follow it there.

    importance 70 · 8135/00
    Source: “Apply 5S methodology to support continuous improvement.” (UK task statement)
    How this row was scored

    Exposure score: 24 out of 100 (17–31 allowing for uncertainty): low exposure, medium confidence.

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

    The rating behind it: Tidy, organised workspaces are created physically, though the audits and checklists can be templated.

    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 1/4 · how much data exists 3/4.

  • Aligning printing plates correctly for optimal print quality

    staying human

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

    importance 85 · 8135/00
    Source: “Align printing plates correctly for optimal print quality.” (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: Getting plates in register is hands-on press work, with some fine adjustment done at the console.

    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.

  • Monitoring automated press operation systems and responding

    staying human

    This work happens in the physical world: automated press operation systems, in a real place. Software cannot follow it there.

    importance 80 · 8135/00
    Source: “Monitor automated press operation systems and respond to fault, error, or alert messages.” (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: Alerts appear on screen, but responding to them usually means going to the press.

    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.

  • Assessing final quality of product and confirm job specification is fit for purpose before passing to the next department or stage

    staying human

    This work happens in the physical world: final quality of product, in a real place. Software cannot follow it there.

    importance 75 · 8135/00
    Source: “Assess final quality of product and confirm job specification is fit for purpose before passing to the next department or stage.” (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: Final quality checks mean handling the actual printed product before it moves on.

    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.

  • Assessing the image quality of printed materials

    staying human

    This work happens in the physical world: the image quality of printed materials, in a real place. Software cannot follow it there.

    importance 80 · 8135/00
    Source: “Assess the image quality of printed materials.” (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 rating behind it: Some checks can be automated, but judging a printed sheet means holding it under the light.

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

  • Directing the work of press crews to support operational workflow and output consistency

    staying human

    This work happens in the physical world: the work of press crews, in a real place. Software cannot follow it there.

    importance 80 · 8135/00
    Source: “Direct the work of press crews to support operational workflow and output consistency.” (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: Directing a press crew means being on the floor with them while the machine runs.

    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.

  • Changing press cylinders

    staying human

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

    importance 85 · 8135/00
    Source: “Change press cylinders as required.” (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 press cylinders is heavy hands-on work.

    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.

  • Sorting and packing printed materials for distribution

    staying human

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

    importance 85 · 8135/00
    Source: “Sort and pack printed materials for distribution.” (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: Sorting and packing printed material is physical handling work.

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

  • Cleaning and maintaining pressing machines

    staying human

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

    importance 80 · 8135/00
    Source: “Clean and maintain pressing machines, using cleaning solutions and lubricants.” (UK task statement)
    How this row was scored

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

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

    The rating behind it: Cleaning and lubricating presses is physical maintenance work.

    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.

  • Starting presses and pull proofs to check for ink coverage and density

    staying human

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

    importance 80 · 8135/00
    Source: “Start presses and pull proofs to check for ink coverage and density, alignment, and registration.” (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: Starting the press and pulling proofs is done standing at the press.

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

  • Cleaning plates after press runs

    staying human

    This work happens in the physical world: plates after press runs, in a real place. Software cannot follow it there.

    importance 75 · 8135/00
    Source: “Clean plates after press runs.” (UK task statement)
    How this row was scored

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

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

    The rating behind it: Cleaning plates is hands-on work after the run.

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

  • Cleaning up and shutting down machinery as needed once the printing job

    staying human

    This work happens in the physical world: and shutting down machinery, in a real place. Software cannot follow it there.

    importance 70 · 8135/00
    Source: “Clean up and shut down machinery as needed once the printing job has been completed.” (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 down and shutting off a press is hands-on work at the machine.

    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.

  • Mounting printing plates on a press

    staying human

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

    importance 70 · 8135/00
    Source: “Mount printing plates on a press.” (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: Mounting plates on the press is physical work at the machine.

    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.

  • Carrying out minor repairs to printing machinery

    staying human

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

    importance 65 · 8135/00
    Source: “Carry out minor repairs to printing machinery.” (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: Minor machine repairs need tools and hands on the press.

    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.

  • Operating auxiliary machines like collators

    staying human

    This work happens in the physical world: auxiliary machines like collators, in a real place. Software cannot follow it there.

    importance 65 · 8135/00
    Source: “Operate auxiliary machines like collators, pad and tablet making machines, staplers, and paper processing machines.” (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: Running collators, staplers and finishing machines is hands-on.

    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.

  • Conducting basic maintenance of print equipment to ensure operational efficiency

    staying human

    This work happens in the physical world: basic maintenance of print equipment, in a real place. Software cannot follow it there.

    importance 50 · 8135/00
    Source: “Conduct basic maintenance of print equipment to ensure operational efficiency.” (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: Basic press maintenance means oiling, cleaning and adjusting real parts with tools.

    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 the printing press for the next scheduled job

    staying human

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

    importance 50 · 8135/00
    Source: “Prepare the printing press for the next scheduled job.” (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 the press for the next job is hands-on set-up work.

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

What this job pays, and how many people do it

Median pay
£29,900a year, before tax, the middle of the range, so half earn more and half earn less.ashe-t14, 2025 · ASHE 2025 provisional (reference April 2025)Provisional, because the ONS revises this figure in the autumn.
How we know this

Source: ashe-t14

Reference period: ASHE 2025 provisional (reference April 2025)

Rounding: Shown to the nearest £100. The exact published figure is in the downloadable dataset. We do not render pounds the survey cannot support.

People doing this job
5,800in 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: environmental conditions in, a record out. The rows above are exactly that shape: managing workflow scheduling using computer database software and monitoring environmental conditions, such as temperature and humidity. What it cannot do is be there in the room, and that is still where ink fountain flow rates 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. Managing workflow scheduling using computer database software is going; adjusting ink fountain flow rates is not.

So, given all that: 23% of this job's task weight sits in rows the software is already learning, 11% in rows that change shape rather than disappear, and 66% in rows it is nowhere near. That is the position, measured across 37 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 (adjusting ink fountain flow rates) 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 adjusting ink fountain flow rates, 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

Now the roads out, with the honest bill on each one. One route survived the checks. The rest are below with the reason they did not.

  • Printing machine assistantsPrinters

    a year or morematched on shared tasks

    One of the tasks on your list is on theirs in the same words: “adjust ink fountain flow rates”. Take both published task lists together and about 47% of the work in that job that the software is not taking is work you are doing today.

    About 47% of it you could do on Monday. The rest is the price of the ticket.

    The work the two jobs share

    • You already do

      “Adjust ink fountain flow rates.”

      They do

      “Adjust ink fountain flow rates.”

    • You already do

      “Adjust ink fountain flow rates.”

      They do

      “Adjust ink fountain flow rates.”

    • You already do

      “Start presses and pull proofs to check for ink coverage and density, alignment, and registration.”

      They do

      “Start presses and pull proofs to check for ink coverage and density, alignment, and registration.”

    What you would not already have: Nothing in your task list touches “maintain and adjust equipment for optimal performance”, “print on a variety of surfaces” or “maintain and adjust equipment for optimal performance”. That is the part you would be learning from scratch, and it is roughly the 53% of their durable work you do not already hold.

    The honest bill

    Pay: £33,000 against your £29,900 (ASHE Table 14.7a, 2025 provisional (both)).

    • The licence gate: Default-closed. This release carries no licence-register snapshot, so I could not check whether that job is regulated, which means I have to assume it might be. Before you spend a penny, look it up on the GOV.UK register of regulated professions; the free routes below link straight to it. The route is banded a year or more because of that unknown, not in spite of it.
    • The entry ticket: Typical entry-level education is published for only ten occupations in this release, and neither this job nor that one is among them. So I cannot tell you whether a qualification stands in the way. Treat that as an open question to settle before you commit, not as a green light.
    • What the pay gap is telling you: £33,019 against your £29,925, 10.3% more (ASHE Table 14.7a, 2025 provisional (both)). A real difference, not a life-changing one. Take the move for the work, not the raise.
    • What you live on meanwhile: Nobody is going to pay you to retrain. This is evenings and weekends alongside the job you already have, for a year or more, and if that is not possible right now then this route is not open right now, which is worth knowing before you start. The free, government-funded careers service listed below will talk the funding through with you before you pay anyone.
    • Is the target job itself holding up: Printers scores 29/100 on this site’s own exposure measure (low), with 24% of its tasks in the top band. Employment projections are not published for this occupation in this release, so this is the exposure leg of the check only. It passed, which is the only reason it is here.

    How long: A year or more, part-time, alongside the job you have. That band is set by the unchecked licence question and by the 53% of their work you would be learning, not by any one course.

    See what AI is doing to printers

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.

  • Pre-press technicians

    Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “start presses and pull proofs to check for ink coverage and density, alignment, and registration”. Across the whole of both lists that adds up to about 19% 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 19% 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 →

  • Elementary administration occupations n.e.c.

    Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “align printing plates correctly for optimal print quality”. Across the whole of both lists that adds up to about 17% 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 17% of the durable work in that job is work you do today, and the rest you would be learning while the bills carried on. It is a pay cut, in those words: £26,631 against your £29,925, 11.0% less (ASHE Table 14.7a, 2025 provisional (both)). Retraining to earn less is a decision, not advice.

    Look at that job’s page anyway →

  • Print finishing and binding workers

    Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “sort and pack printed materials for distribution”. Across the whole of both lists that adds up to about 14% 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 14% of the durable work in that job is work you do today, and the rest you would be learning while the bills carried on.

    Look at that job’s page anyway →

What I’d stop worrying about

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

  • The headline number you read somewhere

    The big “X% of jobs” figures are about the whole economy, not about you. The number that describes your job is on this page: 23% of its task weight, across 37 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 Printing Press Operators 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 Printing Press Operators. 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.

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

Nothing Collab365 runs is built for printing machine assistants, 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 23% of the work on this page is already inside what they can do.

Try The AI Authority free →

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

The AI Authority is a general community about working with AI, not a course for printing machine assistants. 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.

Nearby moves

The jobs above, as pages you can read the same way as this one. Your job shares its core work with these. That is what the match is, and it is all it is.

Noted, and thank you. We’ll email you if a Space for printing machine 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 printing machine 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 printing machine assistants existed, with researched problems, courses and people in the same boat, would you want in?

We use your email address for one thing: to tell you if a Space for printing machine 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 Printing machine assistants?
Not as a job, but it is already doing parts of the work. Across the 37 official task statements scored for Printing machine assistants (United Kingdom, SOC 8135), 23% of the importance-weighted core work is made of tasks today's AI could already do most of. The overall exposure score is 29 out of 100 (range 26–35, band: low). That is a statement about tasks, not about headcount: this measures what AI could do, not whether any employer adopts it, whether the law allows it, or whether doing the routine parts faster creates more demand for the human parts. Figures are from release 2026-q4.1.
Which tasks in “Printing machine assistants” can AI already do?
The highest-scoring tasks in release 2026-q4.1 are: “Track job progress using computer database software” (93/100, very high); “Transmit publication master to printer for production into film and plates” (93/100, very high); “Carry out pre-checks on received files to prevent technical issues in press and post-press production” (93/100, very high). Each score comes from five published 0–4 ratings turned into a number by a published formula, and each carries the model's one-sentence reason on the page.
Which tasks in “Printing machine assistants” stay human?
About 66% of this job's task weight sits in work that scores low for AI exposure. The lowest-scoring tasks in release 2026-q4.1 are: “Prepare the printing press for the next scheduled job” (0/100, minimal); “Conduct basic maintenance of print equipment to ensure operational efficiency” (0/100, minimal); “Operate auxiliary machines like collators, pad and tablet making machines, staplers, and paper processing machines” (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 “Printing machine assistants” do about AI?
Start from the ledger rather than the headline: 23% of this job's weighted core work is exposed, and roughly 66% 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 Printing machine 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 37 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.
  • 27 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 jobDownload this releaseLook 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 . 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.