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.
Dipped in 2020, then grew past where it started.
Median pay $48,210 → $59,300 -1.6% in real terms
This line is counted by the Bureau of Labor Statistics — the one figure on this page that isn't a judgement of ours. Headcount moves on demand, offshoring, demographics and the business cycle, and automation is one term among several, often not the loudest.
So a falling line is not evidence that AI did it, and a rising one is not evidence that it won't. Both happen in this register: some occupations resist automation and shrink anyway, others are highly automatable and keep growing. The marked year is 2020.
BLS projection, 2024–2034
-2.5%
Percentage only. The projection counts a different population from the 73,660 above — it includes self-employed workers, which for this occupation is most of them, so the two headcounts are not comparable.
Hard to automate, but shrinking anyway
The work resists current AI, yet the BLS projects -2.5% by 2034. Whatever is shrinking this occupation, the evidence does not point to automation — demand, demographics, offshoring and industry decline all shrink jobs that no machine could do.
Different clocks. The score is what current AI could do to this work today. The projection is how many of these jobs will exist in 2034. Everything between the two — how fast employers actually adopt, whether demand grows in the meantime — is why they can point opposite ways without either being wrong.
~5,500 openings a year on average, including replacing people who leave.
PrincipalSite DirectorCenter ManagerVice PrincipalArt CoordinatorDaycare ManagerSchool DirectorDaycare DirectorSite CoordinatorTesting DirectorChildcare DirectorEducation DirectorOnsite CoordinatorPreschool DirectorChild Care DirectorHead Start DirectorOn-Site CoordinatorPre-School DirectorCenter AdministratorEducation CoordinatorAssessment CoordinatorEducation Site ManagerExtended Care DirectorDay Care Center Director
Holding it up: trust premium . Weakest point: task resistance .
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.
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.
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.
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.
The verdict above describes this occupation as a whole. Almost nobody does the typical version of a job — tick what's actually in your week and see how your own mix sits.
Your task mix speaks to task resistance (11/20 here) — how much of the day's work current AI already does. That is the dimension the boxes above are about.
It cannot move the other three. Liability shield (13/20) is whether the law requires a licensed human to sign. Trust premium (16/20) is whether buyers specifically pay for a person. Judgment and accountability (15/20) is whether the role exists to own consequential calls. Those are facts about the occupation's standing, not about which tasks are in your week — a paralegal who does only trial exhibits still holds no licence. Together they are 44 of this occupation's 69 points (64%).
Embodiment (14/20) is also a property of the work rather than the worker, but we don't tag individual tasks as physical or not, so the picker can't tell you anything about it. That's a limit of this tool, not a claim.
Did we get the list right? Tell us what's missing — the tasks are written from the outside, and you're reading this from the inside.
The moves above are yours to make. This is the other half: what would have to change in the world for the occupation itself to score higher. None of it is in any one person's gift, but it is where the floor actually comes from. Scores here are not a one-way ratchet. Only two of the five dimensions — task resistance and embodiment — track what machines can do. The other three track law, what buyers will pay for, and who is answerable, and those move in both directions, often in response to the same pressure AI creates. If every lever below landed, this occupation would score around 80/100, still SAFE.
Genuine two-tier job: if billing, enrollment, scheduling, subsidy paperwork, and newsletter drafting are absorbed by center-management software (Procare, Brightwheel already doing much of this), the residual day is classroom walk-throughs, incident handling, teacher coaching in a 30-40% turnover market, and parent conflict — the tier current models cannot do at usable quality. Score rises by subtraction, not by new capability limits.
If licensing enforcement moves toward the pattern seen in post-incident state investigations — where the director is the named party in a citation, revocation hearing, or civil suit over a supervision lapse — and insurers writing child care liability policies require documented human review of suspension/expulsion, suspected-abuse, and staff-termination decisions, the ambiguous-call ownership becomes formally the director's and non-delegable.
State licensing rules already name a 'director of record' with minimum credential and on-site presence hours (e.g., Texas HHS minimum standards, California Title 22 Director qualifications). Raising this further: a state adding an explicit rule that the named director must personally sign and be answerable for AI-generated ratio logs, incident reports, and mandated-reporter referrals — plus expansion of mandated-reporter personal criminal liability to the administrator who reviewed an automated flag — would push this up. QRIS-tied director credential requirements (National Administrator Credential adoption in state QRIS) tightening from 'encouraged' to 'required' does similar work.
Ratio checks, physical building/playground safety inspection, and hands-on de-escalation of a biting or injury incident are already unautomatable; a state rule mandating minimum on-site director hours per licensed capacity (some states specify this) would harden it further, but the ceiling here is near.
Parent willingness to pay for a named human director is real but mostly bundled into tuition rather than priced separately; the plausible visible move is state-published director-of-record identity in licensing search portals and QRIS star ratings weighting director stability/tenure, making the human an advertised feature.
The limit. Realistic ceiling around 78-82. The binding constraint is enrollment: child care demand and center count, not AI, sets headcount, and administrative consolidation — one director of record across multiple sites, enabled by remote monitoring and centralized back office — reduces positions even as each remaining role scores higher on every dimension.
| New York-Newark-Jersey City, NY-NJ | 5,020 | $98,470 +66% |
| Los Angeles-Long Beach-Anaheim, CA | 2,570 | $67,140 +13% |
| Chicago-Naperville-Elgin, IL-IN | 2,530 | $59,150 +0% |
| Philadelphia-Camden-Wilmington, PA-NJ-DE-MD | 2,450 | $58,960 -1% |
| Miami-Fort Lauderdale-West Palm Beach, FL | 2,060 | $56,680 -4% |
| San Francisco-Oakland-Fremont, CA | 1,920 | $78,770 +33% |
| Boston-Cambridge-Newton, MA-NH | 1,770 | $72,560 +22% |
| Houston-Pasadena-The Woodlands, TX | 1,770 | $53,520 -10% |
| New York-Newark-Jersey City, NY-NJ | 5,020 | $98,470 +66% |
| Mount Vernon-Anacortes, WA | 40 | $83,600 +41% |
| San Francisco-Oakland-Fremont, CA | 1,920 | $78,770 +33% |
We have no reported case of a named organisation automating this occupation. Not one deployment, not one announcement.
That is worth saying out loud next to a score of 69. The verdict above is about what the work exposes — what current AI could do to these tasks. It is not a claim that anyone has done it. For this occupation those two things have come apart completely: the capability argument is on this page, and the evidence column is empty.
Has AI actually changed your work? One tap, anonymous, and the running tally is public. Nothing else is asked of you.
Rather than check back: get the digest and we'll tell you what changed — or watch a single occupation from its own page.