EXPOSED
Nearly all of this work is physical: restraining a frightened cat for a blood draw, cleaning kennels and cages, feeding and watering animals, prepping surgical suites, holding animals during radiographs. Language AI can't do any of that, and today's robotics can't handle an unpredictable 80-pound dog. The exposure is administrative and structural, not robotic — the record-keeping, intake paperwork, appointment and inventory tasks get absorbed, wages stay low, and the role carries no license or sign-off authority to anchor it.
Tasks largely resist digitisation. Restraining a struggling animal, scrubbing runs, monitoring post-anesthesia recovery, and hauling feed are tasks no software touches — the only genuinely automatable slice is intake forms, vaccine reminders, and inventory logs, which is why this sits at 17 rather than a clean 20.
Hands-on in uncontrolled environments. You are on your feet in kennels and treatment rooms with unpredictable animals, urine, bleach, autoclaves, and bite and scratch risk — an environment nobody controls, which is why this is a 19 and only sub-20 because the setting is at least indoors and familiar rather than a roadside or a rooftop.
No licence, no signature requirement. No state licence gates this work; credentialing (AVA, ALAT) is voluntary and the DVM or licensed vet tech signs the treatment record, dispenses the drugs, and absorbs the malpractice claim, so the 3 reflects only that IACUC and USDA animal-welfare training is documented in your name.
Some relationship component. Owners remember the person who carried their dog out and called with the overnight update, and lab PIs rely on caretakers who know a specific colony's behavior — but you are not the one clients book or ask for by name, which keeps this at 9 instead of the mid-teens a vet tech would earn.
Executes defined procedures on defined inputs. Feeding schedules, cage-change frequency, and restraint holds are protocol-driven, and the calls that matter — dose changes, when to intervene clinically — go to the veterinarian; your discretion is escalation judgment, noticing an animal is off-feed or in distress and reporting it, which is real but bounded, hence 6.
Has AI actually changed your work?