EXPOSED
The modal worker here runs a floor — a pool deck, ropes course, ski area, campground, theme park zone, or fitness center — assigning staff, watching for unsafe behavior, handling angry guests, and stepping in when a kid gets hurt or a ride stops. AI already eats the paperwork half of the job: shift scheduling, labor-cost reports, incident write-ups, training checklists, attendance forecasting. What it cannot do is stand in a wet, loud, crowded venue and decide in ten seconds whether to close the attraction, and be the person the parent yells at afterward.
Mixed — a routine tier and a judgment tier. Scheduling, payroll coding, incident-report drafting, and headcount forecasting are already software problems, but the other half of the day — walking a pool deck to catch a lifeguard whose scanning has gone slack, pulling a new hire aside mid-shift to re-teach a harness check, deciding staffing when three people call out on a 95-degree Saturday — needs a person present, which puts it at the top of mixed rather than into resistant.
Hands-on in uncontrolled environments. The job is done standing in the environment being supervised: wet tile, ski slopes in weather, ropes-course platforms, camp grounds after dark, crowded midways — you do rescues and first aid yourself, physically clear a stuck ride queue, and cover a guard chair or belay station when short-staffed, which is uncontrolled-environment work rather than a facility walk-through.
Certification preferred, not legally required. Employers typically want lifeguard/CPR/AED, Ellis or Red Cross instructor cards, ride-operator or challenge-course certifications, and in some states a camp director credential — real gates, but they are renewable certifications, not a state licence that makes you personally sueable, so negligence claims land on the operator's insurer and the general manager rather than your name.
Some relationship component. Seasonal staff — teenagers and college students — stay or quit largely because of you, and repeat season-pass families and youth-league parents ask for the supervisor they know; but guests are mostly transient ticket-holders who would accept any competent person in your polo, so the relationship matters without being the product.
Meaningful discretion. Closing a waterslide on a thunderstorm read, ejecting an intoxicated guest, calling EMS versus icing an injury, deciding whether a guard's lapse is a coaching moment or a termination, and choosing to evacuate a zone with 400 people in it are all yours in real time with a policy manual that cannot cover the specific call — the ceiling is the escalation path to a GM and corporate risk on the biggest incidents.
Has AI actually changed your work?