Craft and related trades workers · code 7521

Wood treaters

AI can fill in the production report. Running the kiln and pressure tanks is still hands-on.

Keeping production reports is the one task AI could take a fair chunk of. Running kilns and treatment tanks and moving timber it barely touches.

What they actually do (and what else they get called)

Wood treaters season, preserve and treat wood and lumber manually or using wood treatment equipment such as kilns and tanks. Tasks include - (a) operating and tending kilns, treating tanks and other equipment to dry lumber, prepare and season wood and other wood products, and to impregnate wood products with preservatives; (b) monitoring equipment operation, gauges and panel lights in order to detect deviations from standards and to ensure that processes are operating according to specifications; (c) operating valves to admit treating solution into treatment vessels, maintain specified heat, vacuum and hydraulic pressure and levels of solution during each phase of the treatment cycle; (d) activating vacuum and hydraulic pressure pumps that remove air and steam from retorts and force treating solution into pores of wood to accelerate the treatment process; (e) assisting in maintaining processing equipment and machines as required; (f) cleaning, lubricating and adjusting equipment; (g) transporting materials and products to and from work areas manually or using carts, handtrucks or hoists; (h) completing and maintaining production reports. Examples of the occupations classified here: - Dry kiln operator - Lumber kiln operator - Timber treating tank operator - Veneer dryer tender - Wood seasoner - Wood treater Some related occupations classified elsewhere: - Wood processing plant operator - 8172

wood treater
wood drying kiln operator

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

78 / 100

Mostly holds up against AI

AI can take a few chores off your plate, but most of the day is still yours.

Not the odds you keep your job. It's how much of the everyday work still needs a person, out of 100.

← Robot's turf Human's turf →

The ILO's official verdict: Not Exposed

176 of 427 for holding up against AI

Why this score?

The ILO rated each of this job's 8 tasks for how much of it AI could do. They average 22.5 out of 100, so it holds up at 100 − 22.5 = 77.5.

That's the whole sum. No black box, no secret sauce: you can check it against the ILO's study. ILO group “Not Exposed”: None of this job's tasks scored high enough to count.

from the source Working Paper 140, Generative AI and Jobs 2025 index data 0.8-observed-use

Pinch of salt: this number is probably too rosy

It only asks what AI software could do, and this job is 79 out of 100 hands-on. A chatbot can't do that part. A robot might, one day, and nobody measures how close that is.

Man v Bot · compare

Who holds up better?

Wood treaters 78

Go on, try your partner's job. Or your sibling's. We won't tell.

Man v Bot

Where the bot helps, and where the human wins

Bot

What AI takes

The routine stuff. You may not miss it.

Production reports and records.
Monitoring gauges with sensors.
Kiln and treatment schedules.

Man

What people still do better

Judgement, trust and skilled hands. Hard to download.

Running kilns and treatment vessels safely.
Maintaining and adjusting equipment.
Moving heavy timber.

Both

What's arriving

New work that only exists because the AI does.

Automated kiln control.
Low-toxicity wood treatments.
Engineered and treated timber for construction.

Written by a human, from the ILO's task ratings below. Yes, we see the irony. Read it as one person's take.

Meet your two rivals

They're not the same machine. AI software can only reach the parts of a job done on a screen or in words. A chatbot can't climb a ladder. A robot might, one day, if it doesn't fall off.

The AI

Lives in a screen. Never had to fix a boiler.

Threat level: Low

33 could do without you

It could take over very little of the work on its own. It could help with 59 of 100.

The robot

The wildcard. Has hands, still working out stairs.

How much it matters here: Higher

79 how hands-on

Most of this job needs hands, a body or turning up. That's robot territory, and nobody measures how far robots have got well enough to give you a number. We won't make one up.

So could a robot do the physical part?

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.

Robots hate fiddly work in awkward spaces. On that measure, this job scores 43 out of 100. The higher it is, the longer the robot waits.

79 How
hands-on

43 How fiddly
and cramped

Kind of hands-on work Hands-on, fiddly work in tight spaces

The small print

They aren't a robot score, and nothing on this page is. Nobody measures how far robots have got well enough to put a number on it. These are the closest thing we have: how hands-on the job is, and how much fiddly, cramped work it takes, which is what Frey and Osborne found hardest for machines.

From O*NET, averaged across 2 US jobs .

finger skill 42.9 · hand skill 42 · cramped spaces 43.1 · averaged · rule: hands-on 50+ · fiddly 39.4+

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 0.8-observed-use measures chosen by Frey & Osborne (2017) · the grouping is a sorting, not a measurement

The job, task by task

Every job is really a bundle of tasks. Here's this one unpacked, with how much of each AI could do, out of 100. The score is the average, and averages can hide a lot.

AI's favourite task here scores 58, against an average of 23. The bigger the gap, the more lopsided the job: some of it wide open to AI, some of it barely touched.

58
Completing and maintaining production reports.

Medium
29
Monitoring equipment operation, gauges, and panel lights in order to detect deviations from standards and to ensure that processes are operating according to specifications

Low
19
Operating valves to admit treating solution into treatment vessels, maintain specified heat, vacuum and hydraulic pressure and level of solution during each phase of treatment cycle

Very Low
16
Assisting in maintaining processing equipment and machines as required

Very Low
15
Activating vacuum and hydraulic pressure pumps that remove air and steam from retort and force treating solution into pores of wood to accelerate treatment process

Very Low
15
Cleaning, lubricating and adjusting equipment

Very Low
14
Operating and tending kilns, treating tanks and other equipment to dry lumber, prepare and season wood and other wood products, and to impregnate wood products with preservatives

Very Low
14
Transporting materials and products to and from work areas, manually or using carts, handtrucks, or hoists

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 0.8-observed-use

Sidekick or replacement?

A tool that makes you faster is a very different thing from one that does the task while you watch. Jobs and Skills Australia measured the two separately, which is handy.

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

Sidekick wins, by 26 points.

How good a match is this?

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

estimated Our Gen AI Transition (Gen AI Capacity Study) September 2025 detailed data release data 0.8-observed-use matched to Australian jobs 7129

So, should wood treaters be worried?

Short answer: not much. Some of the chores will change, and good riddance.

The paperwork is moving. Completing production reports is rated Medium, and watching gauges is Low; running kilns, tanks and pumps rates Very Low. Automated controls help, but treating wood safely stays a physical job.

Worth remembering: we score tasks, not jobs. When AI takes on a task, the job usually reshuffles around it rather than vanishing.

Where this job could lead

None of the new jobs we've written up start from here yet. Could be you're the first. See the jobs AI is creating →

How are the neighbours doing?

There are 65 jobs in the “Craft and related trades workers” family, averaging 84. This one is below the family average.

Pit this against any other job →