← Risk register SOC 39-9041 · reviewed 2026-08-11

Residential Advisors

84,760 US workers · median $42,240/yr · Personal Care

EXPOSED

The modal residential advisor — dorm staff, group home and halfway house workers, youth shelter overnight staff — spends the day physically present with residents: bed checks, de-escalating conflicts, walking someone to a medical appointment, enforcing curfew, noticing that a resident stopped eating. None of that digitizes, and robotics is nowhere near it. What AI does erode is the paperwork layer: incident reports, shift logs, occupancy and roommate assignment, activity scheduling, and referral letters to social services. The real threat to this job is budget and staffing pressure, not a model taking the shift.

10-year outlook: The in-person supervision core is durable through the next decade; expect AI to absorb the reporting and scheduling load while headcount is squeezed by facility budgets rather than software.

Score — 63/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 15 + 17 + 5 + 14 + 12 = 63.

Task resistance 15/20

Tasks largely resist digitisation. A 15 rather than a 19 reflects that the shift-report writing, room draw and roommate matching, meal-count and occupancy tracking, and the referral paperwork you file after an incident are genuinely drafted faster by a model — but the bed check at 2am, the hand on a door during a fight, and the walk-through after a resident's roommate reports a smell are not tasks a system can pick up.

Embodiment 17/20

Hands-on in uncontrolled environments. You work inside the residence itself — dorm floors, group home kitchens, shelter bunk rooms — where an uncontrolled environment means a resident in crisis, a fire alarm, a wet stairwell, vomit at 4am, and an intoxicated arrival at the door; 17 instead of 20 only because the setting is a building you know rather than a street or wilderness.

Liability shield 5/20

Certification preferred, not legally required. Most residential advisor postings ask for a high school diploma plus CPR/first aid and sometimes a state-specific mandated-reporter or crisis-intervention certificate; the licensed clinician, program director, or dean of students carries the professional liability, and your name on an incident report is testimony, not sign-off.

Trust premium 14/20

The human relationship is the product. Residents disclose the suicidal thought, the relapse, or the abuse at home to the overnight staffer they have seen every night for six months — not to the intake form — and that continuity is why 14 fits: the relationship is most of the job's value, though the coverage function means shifts can be filled by another trusted adult.

Judgment & accountability 12/20

Meaningful discretion. You decide in the moment whether a fight is a redirect or a police call, whether a curfew violation is written up or absorbed, and whether tonight's behavior meets the mandated-reporting threshold — real discretion with real consequences, but bounded by a program handbook, an on-call supervisor, and escalation protocols that keep it at 12 rather than 17.

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

Tasks already automatable

What survives

Active moats: embodiment, trust, physical-presence

How to future-proof this job

Escape hatches — adjacent fields with better verdicts

Computed from U.S. Dept. of Labor O*NET skill profiles: high overlap with what you already do, materially higher resistance score.

Police and Sheriff's Patrol Officers SAFE · 82/100 · you already have ~68% of the skill profile

Skills to close: Reading Comprehension, Active Learning, Operation and Control, Judgment and Decision Making

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.