Dancers

Tasks largely resist digitisation. Eight-hour rehearsal days learning combinations by counts, marking spacing to live music tempo changes, holding a partner's weight in a lift and adjusting mid-phrase when the floor is raked or the costume snags — these are the core duties, and none decompose into steps a model can execute, which is why this sits at 17 rather than a perfect 20: audition tapes, motion-capture reference sessions, and background/ensemble screen work are genuinely being substituted.

Hands-on in uncontrolled environments. The product is the body itself under load — cold studios, sprung and unsprung floors, tour buses, live stages with pyro and moving set pieces, and injury risk to feet, knees and hips that ends careers — there is no version of this job with the dancer offstage, so it takes the ceiling.

No licence, no signature requirement. No state licence, no board certification, no registry: a producer can cast an untrained mover for a music video tomorrow, and the only gatekeeping is AGMA/SAG-AFTRA contracts and the audition room, which is why this is a 1 and not a 5.

The human relationship is the product. Principal casting, company contracts and repeat commercial hiring run on a named dancer whose line, reliability in rehearsal and stage presence a director already knows — but corps, ensemble and background work is filled interchangeably from a cattle call, which keeps this at 15 instead of the high teens.

Meaningful discretion. Choreographers and rehearsal directors set the material and own the artistic call; the dancer's discretion is real but bounded — interpretation of phrasing, split-second recovery when a partner is off their mark, and the decision to dance injured or pull out of a show — consequential to a single performance rather than to anyone's money or safety, which puts it at 9.