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Technicians and associate professionals · code 3412

Social work associate professionals

AI can fill in the assessment form. It can't sit with someone in a crisis.

Assessing clients' needs and checking how programmes are working are where AI could take a fair chunk. Counselling people in group homes and stepping in during a crisis it barely touches.

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

Social work associate professionals administer and implement social assistance programmes and community services and assist clients to deal with personal and social problems. Tasks include - (a) collecting information relevant to clients’ needs and assessing their relevant skills, strengths and deficits; (b) helping persons with disabilities or the elderly to obtain services and to improve their ability to function in society; (c) assisting clients to identify options and develop plans of action, while providing necessary support and assistance; (d) assisting clients to identify and access community resources including legal, medical and financial assistance, housing, employment, transportation, assistance with moves, day care and other referral services; (e) counselling clients living in group homes and half-way houses, supervising their activities and assisting in pre-release and release planning; (f) participating in the selection and admission of clients to appropriate programmes; (g) providing crisis intervention and emergency shelter services; (h) implementing life skills workshops, substance abuse treatment programmes, behaviour management programmes, youth services programmes and other community and social service programmes under the supervision of social work or health care professionals; (i) assisting in evaluating the effectiveness of interventions and programmes by monitoring and reporting on clients’ progress; (j) maintaining contact with other social service agencies, schools and health care providers involved with clients to provide information and obtain feedback on clients’ overall situation and progress. Examples of the occupations classified here: - Community development worker - Community services worker - Crisis intervention worker - Disability services worker - Family services worker - Life skills instructor - Mental health support worker - Welfare support worker - Women’s shelter supervisor - Youth services worker Some related occupations classified elsewhere: - Marriage counsellor - 2635 - Parole officer - 2635 - Probation officer - 2635 - Social worker - 2635

  • life coach
  • legal guardian
  • crisis helpline operator
  • social care worker
  • social work assistant

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

67 / 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: Minimal Exposure

263 of 427 for holding up against AI

Why this score?

The ILO rated each of this job's 10 tasks for how much of it AI could do. They average 32.9 out of 100, so it holds up at 100 − 32.9 = 67.1.

That's the whole sum. No black box, no secret sauce: you can check it against the ILO's study. ILO group “Minimal Exposure”: A few tasks are affected, but the heart of the job isn't.

This job rates 25.7 out of 100 for how hands-on it is. The score above only looks at AI tools, not robots, but for work this far from the physical that matters less.

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

Man v Bot · compare

Who holds up better?

Social work associate professionals 67

v

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.

  • Assessments and needs information.
  • Progress reports.
  • Finding local services.

Man

What people still do better

Judgement, trust and skilled hands. Hard to download.

  • Crisis support.
  • Counselling and building trust.
  • Helping people navigate services.

Both

What's arriving

New work that only exists because the AI does.

  • Digital case management.
  • Online and helpline support.
  • Supporting people affected by online scams and harms.

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: Medium

35 could do without you

It could take over some of the work, and help with more. It could help with 65 of 100.

The robot

The wildcard. Has hands, still working out stairs.

How much it matters here: Lower

26 how hands-on

Not much of this job needs hands, so the robot can sit this one out.

So could a robot do the physical part?

Less than half of this job is hands-on. Robots still matter, but for a smaller part of the work, so we don't sort it any further.

Robots hate fiddly work in awkward spaces. On that measure, this job scores 13 out of 100. The higher it is, the longer the robot waits.

26 How
hands-on
13 How fiddly
and cramped

Kind of hands-on work Less than half hands-on

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, matched to one US job .

finger skill 17.9 · hand skill 7.1 · cramped spaces 12.5 · averaged · rule: hands-on under 50

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 56, against an average of 33. The bigger the gap, the more lopsided the job: some of it wide open to AI, some of it barely touched.

  1. 56

    Collecting information relevant to clients’ needs and assessing their relevant skills, strengths and deficits

    Medium
  2. 50

    Assisting in evaluating the effectiveness of interventions and programmes by monitoring and reporting on clients' progress

    Medium
  3. 41

    Assisting clients to identify options and develop plans of action while providing necessary support and assistance

    Low
  4. 37

    Assisting clients to identify and access community resources including legal, medical and financial assistance, housing, employment, transportation, assistance with moves, day care and other referral services

    Low
  5. 31

    Participating in the selection and admission of clients to appropriate programmes

    Low
  6. 27

    Helping persons with disabilities or the elderly to obtain services and to improve their ability to function in society

    Low
  7. 25

    Implementing life skills workshops, substance abuse treatment programmes, behaviour management programmes, youth services programmes and other community and social service programmes under the supervision of social work or health care professionals

    Low
  8. 24

    Maintaining contact with other social service agencies, schools and health care providers involved with clients to provide information and obtain feedback on clients' overall situation and progress.

    Very Low
  9. 21

    Counselling clients living in group homes and half-way houses, supervising their activities and assisting in pre-release and release planning

    Very Low
  10. 18

    Providing crisis intervention and emergency shelter services

    Very Low

10 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
65
AI does it for you
35

Sidekick wins, by 30 points.

How good a match is this?

3 Australian jobs match this one, and we've simply averaged them. Treat the numbers as a rough guide.

estimated Our Gen AI Transition (Gen AI Capacity Study) September 2025 detailed data release data 0.8-observed-use matched to Australian jobs 2249, 4117, 4234

Meanwhile, in real life…

Everything else here is about what AI could do. This is what people actually did. When they asked Claude for help with this kind of work, did they hand the whole task over, or roll their sleeves up and work through it together?

Tiny sample alert This job makes up 0.03% of all the conversations: a tiny slice. People using AI for a job isn't the same as AI being able to do it.

Out of every 100 conversations

44
56

worked through it together handed it over

The small print

Anthropic publishes this about its own product, and it doesn't feed into any score here. These are people who use Claude, not workers in general, so little use here doesn't mean AI can't reach the job.

These two add up to 100. The bars elsewhere on the page don't, because each is scored on its own, so we don't put them side by side.

observed use Anthropic Economic Index release 2026-06-26, period beginning 2026-05-01 data 0.8-observed-use 2026-05-01 · Anthropic, about its own product

So, should social care and support workers be worried?

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

Parts of the job are changing. Gathering information about clients and monitoring progress are rated Medium, and planning, finding services and running programmes are Low; liaising, counselling and crisis support rate Very Low. AI could cut paperwork; support stays human.

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

How are the neighbours doing?

There are 82 jobs in the “Technicians and associate professionals” family, averaging 65. This one is above the family average.

Pit this against any other job →