Plant and machine operators, and assemblers · code 8171

Pulp and papermaking plant operators

Pulp and papermaking plant operators monitor and operate equipment to process wood, pulp and other cellulose materials in the production of pulp and to produce coat and finish paper. Tasks include - (a) operating and monitoring screening and bleaching equipment, digesters, mixing tanks, washers and other pulp processing machinery and equipment to carry out one or more cellulose processing steps; (b) operating and monitoring papermaking and finishing process machinery and equipment to dry, calender, laminate, coat, slit, trim, wind or carry out other papermaking and finishing process steps; (c) controlling start-up and shut-down of machinery and equipment, and observing equipment and machinery panel indicators, gauges and other equipment to detect machinery and equipment malfunctions and ensure that process steps are carried out according to specifications; (d) communicating with process control operators to make process adjustments and to start up or shut down machinery and equipment as required; (e) analysing instrument readings and production test samples and making adjustments to the production process and equipment as required; (f) mounting, positioning and threading paper rolls using a hoist; (g) inspecting paper visually for wrinkles, holes, discoloration, streaks or other defects, and taking corrective action; (h) completing and maintaining production reports. Examples of the occupations classified here: - Calender operator (pulp and paper) - Pulp and paper grinder operator - Repulper operator - Sheeter operator (pulp and paper) Some related occupations classified elsewhere: - Paper pulp refinery operator - 3139 - Pulping control operator - 3139 - Pulping technician - 3139

A few tasks are affected, but the heart of the job isn't. It ranks 218 of 427 for holding up against AI.

Also known as

paper stationery machine operator
bleacher operator
paper machine operator
paper pulp moulding operator
wash deinking operator
froth flotation deinking operator
pulp technician
laminating machine operator
digester operator

Job titles from the EU's ESCO list. Search for any of them on the jobs page and you'll end up here.

72.5

Holds up
against AI Minimal Exposure

AI could take on 27.5 of 100, on average
so it holds up at 100 − 27.5 = 72.5

That's the whole sum, and you can check it against the ILO's study.

70.7

How hands-on
out of 100

From O*NET, averaged across 2 US jobs

43.5

How fiddly
and cramped

finger skill 42 · hand skill 42 · cramped spaces 46.4 · averaged

Kind of hands-on work · hands-on 50+ · fiddly 39.4+ Hands-on, fiddly work in tight spaces

More fine handwork, and more time in cramped or awkward spots, than a typical hands-on job. That is exactly what machines find hardest: they do best in tidy, predictable places.

estimated O*NET 31.0 BLS occupational crosswalk chain ISCO-08 to 2010 SOC (Aug 2012, rev. Jun 2015); 2010 to 2018 SOC (Nov 2017); O*NET-SOC 2019 taxonomy data 0.7-work-setting measures chosen by Frey & Osborne (2017) · the grouping is a sorting, not a measurement

This number is probably too high

This score only looks at AI tools like chatbots. It doesn't look at robots at all — and this job rates 70.7 out of 100 for how hands-on it is, which is exactly where robots come in.

Have a look at the tasks below and judge for yourself. The ILO scored them low because a chatbot can't do them. Whether a machine with hands could is a different question, and we can't answer it yet.

The tasks behind the score

The score is the average of these. A job is really a bundle of tasks, and an average can hide how uneven that bundle is.

The task AI could do most of scores 56, while the average is 27.5. A big gap means some of this job is wide open to AI and some of it barely at all. That's quite different from a job where everything sits somewhere in the middle, even when the averages match.

56
Completing and maintaining production reports.

Medium
35
Communicating with process control operators to make process adjustments and start up or shut down machinery and equipment as required

Low
33.5
Analysing instrument readings and production test samples and making adjustments to production process and equipment as required

Low
26.5
Inspecting paper visually for wrinkles, holes, discoloration, streaks or other defects and taking corrective action

Low
21.3
Operating and monitoring papermaking and finishing process machinery and equipment to dry, calender, laminate, coat, slit, trim, wind or carry out other papermaking and finishing process steps

Very Low
18
Operating and monitoring screening and bleaching equipment, digesters, mixing tanks, washers and other pulp processing machinery and equipment to carry out one or more cellulose processing steps

Very Low
16.5
Controlling start-up and shut-down of machinery and equipment, and observing equipment and machinery panel indicators, gauges, and other equipment to detect machinery and equipment malfunctions and ensure process steps are carried out according to specifications

Very Low
13.5
Mounting, positioning and threading paper rolls using a hoist

Very Low

8 tasks · the High to Very Low labels are the ILO's

from the source Working Paper 140, Generative AI and Jobs 2025 index data 0.7-work-setting

Helped, or replaced?

The score above can't tell a tool that makes you faster from one that does the task instead of you. Jobs and Skills Australia looked at those two things separately, and this is their result, matched to this job.

One Australian job matches this one closely, so this is about as reliable as it gets here.

AI helps you: 59
AI does it for you: 33

Helping wins by 26 points.

estimated Our Gen AI Transition (Gen AI Capacity Study) September 2025 detailed data release data 0.7-work-setting matched to Australian jobs 7129

Compared with similar jobs

There are 39 jobs in the “Plant and machine operators, and assemblers” group, averaging 80.3. This one is below that.