← Risk register SOC 11-9031 · reviewed 2026-08-11

Education and Childcare Administrators, Preschool and Daycare

73,660 US workers · median $59,300/yr · Management

SAFE

The paperwork half of this job — enrollment forms, tuition billing, staff schedules, licensing compliance checklists, parent newsletters, curriculum plan templates — is squarely in AI's wheelhouse. The other half is not: walking classrooms to check ratios and safety, handling a biting incident or a suspected-abuse report, hiring and coaching teachers in a high-turnover labor market, and sitting across from an anxious parent who is deciding whether to trust you with their two-year-old. State child care licensing requires a named, credentialed human director of record who is personally answerable when an inspector or a court asks what happened.

10-year outlook: Administrative overhead shrinks and directors spend a larger share of the week on staffing, safety, and parent relationships; headcount tracks child enrollment and licensing rules, not AI capability.

Score — 69/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 11 + 14 + 13 + 16 + 15 = 69.

Task resistance 11/20

Mixed — a routine tier and a judgment tier. Roughly half the week — enrollment paperwork, CACFP food-program claims, tuition invoicing, immunization record tracking, staff scheduling around ratio requirements, licensing binder upkeep — is template work a system can do, which is why this sits at 11 rather than 16; the other half, covering a classroom when a teacher calls out at 6:45am and coaching a 19-year-old aide through a toileting accident, does not compress.

Embodiment 14/20

Hands-on in uncontrolled environments. You are physically in the building before opening and after close, doing the walk-through of playground surfacing and diaper stations, kneeling to de-escalate a tantrum, and being the body that fills a ratio gap — a 14 rather than 18 because it's an indoor licensed facility with known layouts, not a construction site or a stranger's home.

Liability shield 13/20

Licensed human required and personally liable. State licensing names you as director of record with a specific credential (CDA, director's certificate, or degree-plus-hours depending on the state), and your name is on the license that gets suspended, the mandated-reporter call that gets reviewed, and the citation an inspector writes — a 13 rather than 18 because it's a state license tied to a facility, not an individually portable professional license with a board that can strip your right to practice anywhere.

Trust premium 16/20

The human relationship is the product. Parents choose the center largely on the twenty-minute tour with you and keep choosing it because you know their child's name and call before pickup when something happened; enrollment is word-of-mouth in a five-mile radius, and a director's departure routinely moves families out the door.

Judgment & accountability 15/20

Exists to be accountable for ambiguous calls. You make calls with no clean procedure and real consequences: whether a bruise pattern crosses the threshold for a DCF report, whether a beloved teacher who yelled gets coached or terminated, whether to disenroll a child whose behavior is injuring others, and whether to close for a snow day — a 15 rather than 19 because state regulation supplies bright lines on ratios, exclusion for illness, and reporting timelines that narrow the space you're deciding in.

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

Tasks already automatable

What survives

Active moats: embodiment, licensure, trust, judgment

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.