AI exposure: Animal Control Workers
Handle animals for the purpose of investigations of mistreatment, or control of abandoned, dangerous, or unattended animals.
Reading this score
computedAt 17.2% of weighted task load, Animal Control Workers sits at the 29th percentile, below the point where a job's centre of gravity has moved. 71.1% of what this role does is untouched, meaning current systems cannot produce that work at all, whatever the commercial incentive.
What holds the line here is presence. Across this occupation's 16 tasks it averages 2.14 out of 3, the highest of the five friction dimensions. In plain terms, a person has to be the one present. This is the friction software does not erode. Where the point of the act is that a human is there, to care or to witness or to take responsibility in the room, automating the output misses what was being paid for.
The most exposed thing this job does is Write reports of activities, and maintain files of impoundments and dispositions of animals, at 73.3%. The least is Organize the adoption of unclaimed animals, at 0.0%. A gap of 73.3% between two parts of the same job is the reason this index publishes at task level. An occupation-wide number would have hidden both.
Within protective service occupations, this one is less exposed than the median of 18.9% across the group's 26 roles, with 16 scoring higher. Being in an exposed family does not make a particular job exposed, and the reverse holds too.
What would move this score. Of 16 tasks, 4 are currently banded exposed, 1 assisted and 11 untouched. For that distribution to shift materially would take robotics cheap and reliable enough to deploy at scale, not a better language model. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Where the score comes from
judgedEvery task is scored through the standardised work activities it maps to. These are this occupation’s averages on the six rubric dimensions. Capability is what AI can do; the other five are what stands in the way.
| Dimension | Mean | Scale |
|---|---|---|
| Capability | 1.14 | 0-4 |
| Embodiment | 2.02 | 0-3 |
| Presence | 2.14 | 0-3 |
| Accountability | 1.44 | 0-3 |
| Context | 1.73 | 0-3 |
| Verification cost | 1.50 | 0-3 |
Task by task
16 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Write reports of activities, and maintain files of impoundments and dispositions of animals. | 73.3% | 26.7% | 0.0% | 4.81 | exposed |
| Educate the public about animal welfare, and animal control laws and regulations. | 66.7% | 33.3% | 0.0% | 4.60 | exposed |
| Answer inquiries from the public concerning animal control operations. | 66.7% | 33.3% | 0.0% | 4.50 | exposed |
| Train police officers in dog handling and training techniques for tracking, crowd control, and narcotics and bomb detection. | 26.7% | 23.3% | 50.0% | 3.57 | exposed |
| Examine animal licenses, and inspect establishments housing animals for compliance with laws. | 20.0% | 30.0% | 50.0% | 3.88 | assisted |
| Examine animals for injuries or malnutrition, and arrange for any necessary medical treatment. | 6.7% | 18.3% | 75.0% | 4.67 | untouched |
| Issue warnings or citations in connection with animal-related offenses, or contact police to report violations and request arrests. | 2.9% | 9.6% | 87.5% | 4.32 | untouched |
| Investigate reports of animal attacks or animal cruelty, interviewing witnesses, collecting evidence, and writing reports. | 2.6% | 14.1% | 83.3% | 4.79 | untouched |
| Contact animal owners to inform them that their pets are at animal holding facilities. | 0.0% | 0.0% | 100.0% | 4.62 | untouched |
| Remove captured animals from animal-control service vehicles and place animals in shelter cages or other enclosures. | 0.0% | 0.0% | 100.0% | 4.52 | untouched |
| Capture and remove stray, uncontrolled, or abused animals from undesirable conditions, using nets, nooses, or tranquilizer darts as necessary. | 0.0% | 0.0% | 100.0% | 4.50 | untouched |
| Prepare for prosecutions related to animal treatment, and give evidence in court. | 0.0% | 0.0% | 100.0% | 4.48 | untouched |
| Supply animals with food, water, and personal care. | 0.0% | 0.0% | 100.0% | 4.36 | untouched |
| Euthanize rabid, unclaimed, or severely injured animals. | 0.0% | 0.0% | 100.0% | 4.30 | untouched |
| Clean facilities and equipment such as dog pens and animal control trucks. | 0.0% | 0.0% | 100.0% | 4.28 | untouched |
| Organize the adoption of unclaimed animals. | 0.0% | 0.0% | 100.0% | 3.89 | untouched |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.
Occupations either side of this one
The four closest scores in the same occupational family, then the four closest anywhere in the index.
Read this carefully. Exposure is not displacement. A high score means current AI systems can produce this work, not that anyone will stop paying a person to do it. Adoption depends on economics, regulation and inertia that this index deliberately does not model. How the score is built.
What this means in practice
Most of this work is not reachable by current systems, so the immediate pressure is on the administrative edges of the role rather than its core: the scheduling, the reporting, the written records. That is where time is recovered.