← Risk register SOC 39-9099 · reviewed 2026-08-11

Personal Care and Service Workers, All Other

60,420 US workers · median $41,600/yr · Personal Care

EXPOSED

This is a residual catch-all — companions and sitters, wedding and funeral attendants, chaperones, bath and locker room attendants, doula-adjacent and non-medical support roles — and the modal worker spends the day physically present with a client, escorting, assisting, supervising, and reassuring. Almost none of that is text or screen work AI can take, and no robot can walk a frail client to the bathroom or calm a nervous bride. What is exposed is the coordination layer around the work: scheduling, client matching, intake paperwork, activity planning, and the platform middlemen who currently connect these workers to clients.

10-year outlook: The face-to-face work stays, but wages stay compressed and the agency back office thins out; the workers who add a care credential or own their client book will earn meaningfully more than those who stay on generic shift assignments.

Score — 54/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 15 + 16 + 3 + 12 + 8 = 54.

Task resistance 15/20

Tasks largely resist digitisation. Walking a frail companion client to the toilet, holding a bride's train at the church door, or staying awake overnight as a sitter are tasks no software executes — 15 rather than 18 because the paperwork these workers do carry (intake forms, activity logs, shift notes, mileage and hour reporting) plus the client-matching and scheduling that fills the gaps is already being absorbed by apps.

Embodiment 16/20

Hands-on in uncontrolled environments. The work happens in other people's homes, hotel ballrooms, funeral chapels, locker rooms and pool decks — uncontrolled spaces with wet floors, unpredictable stairs, agitated or grieving people, and physical contact from a steadying arm to lifting a wheelchair footrest, which is why this sits at 16 and not higher only because it rarely involves heavy machinery or clinical procedures.

Liability shield 3/20

No licence, no signature requirement. Companion and sitter work is specifically carved out of most state nurse-practice acts precisely because no licence is required — a background check, CPR card, and sometimes a food-handler or pool-attendant permit is the ceiling, so a 3 reflects screening, not credentialing, and the agency's insurance carries the exposure rather than the worker's name.

Trust premium 12/20

Some relationship component. A family choosing a sitter for their mother, or a funeral home sending the same attendant to greet the same congregation, is buying that specific person's manner — but 12 rather than 16 because agency and platform staffing means substitutions happen weekly, shifts get covered by whoever is available, and most wedding or locker-room assignments end when the event does.

Judgment & accountability 8/20

Meaningful discretion. Real calls happen — deciding a client is confused enough to phone the family, deciding a chaperoned teenager needs to be separated from a group, deciding a guest is too intoxicated to drive from the reception — but the standing instruction is escalate to the agency, the nurse, or the family, so at 8 the discretion is about recognising a situation, not owning the resolution.

Confidence: medium · reviewed 2026-08-11 · how scoring works

Tasks already automatable

What survives

Active moats: embodiment, physical-presence, trust

How to future-proof this job

Field report — do you do this job?

Has AI actually changed your work?

Self-reported and unverified — a sentiment signal, not a survey. One response per person per occupation; you can change your answer.

From people who do this job

Nobody has filed one yet. If you do this work, you know things the rubric can't see.

What has actually changed in your work?

Concrete beats general: a tool that arrived, a task that moved, a headcount decision you watched happen. Don't include anything that identifies you or your employer if that would put you at risk.