AI exposure: Pest Control Workers
Apply or release chemical solutions or toxic gases and set traps to kill or remove pests and vermin that infest buildings and surrounding areas.
Reading this score
computedAt 29.1% of weighted task load, Pest Control Workers sits at the 52th percentile, below the point where a job's centre of gravity has moved. 58.4% 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 embodiment. Across this occupation's 14 tasks it averages 2.00 out of 3, the highest of the five friction dimensions. In plain terms, the work has to happen in physical space. A language model cannot move matter. Until the robotics to do this work is both good enough and cheap enough to deploy widely, capability in software does not reach it.
The most exposed thing this job does is Record work activities performed, at 86.7%. The least is Clean and remove blockages from infested areas to facilitate spraying procedures and provide..., at 0.0%. A gap of 86.7% 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 building and grounds cleaning and maintenance occupations, this one is more exposed than most. The median across the 8 roles in the group is 10.8%, and only 2 of them score higher than this. Occupational families are not uniform, and the spread inside them is often wider than the gap between them.
What would move this score. Of 14 tasks, 4 are currently banded exposed, 0 assisted and 10 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 | 1.35 | 0-4 |
| Embodiment | 2.00 | 0-3 |
| Presence | 0.74 | 0-3 |
| Accountability | 1.14 | 0-3 |
| Context | 1.31 | 0-3 |
| Verification cost | 1.49 | 0-3 |
Task by task
14 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Record work activities performed. | 86.7% | 13.3% | 0.0% | 4.69 | exposed |
| Recommend treatment and prevention methods for pest problems to clients. | 80.0% | 20.0% | 0.0% | 4.15 | exposed |
| Study preliminary reports or diagrams of infested area and determine treatment type required to eliminate and prevent recurrence of infestation. | 50.0% | 25.0% | 25.0% | 3.39 | exposed |
| Measure area dimensions requiring treatment, calculate fumigant requirements, and estimate cost for service. | 45.0% | 30.0% | 25.0% | 4.20 | exposed |
| Post warning signs and lock building doors to secure area to be fumigated. | 16.2% | 21.2% | 62.5% | 3.41 | untouched |
| Inspect premises to identify infestation source and extent of damage to property, wall, or roof porosity and access to infested locations. | 11.7% | 13.3% | 75.0% | 3.95 | untouched |
| Direct, or assist other workers in, treatment or extermination processes to eliminate or control rodents, insects, or weeds. | 11.7% | 13.3% | 75.0% | 3.64 | untouched |
| Drive truck equipped with power spraying equipment. | 8.3% | 16.7% | 75.0% | 3.94 | untouched |
| Position and fasten edges of tarpaulins over building, and tape vents to ensure air-tight environment and to check for leaks. | 4.4% | 3.9% | 91.7% | 2.32 | untouched |
| Clean work site after completion of job. | 0.0% | 0.0% | 100.0% | 4.39 | untouched |
| Spray or dust chemical solutions, powders, or gases into rooms, onto clothing, furnishings, or wood, or over marshlands, ditches, or catch basins. | 0.0% | 0.0% | 100.0% | 4.20 | untouched |
| Cut or bore openings in building or surrounding concrete, access infested areas, insert nozzle, and inject pesticide to impregnate ground. | 0.0% | 0.0% | 100.0% | 3.54 | untouched |
| Set mechanical traps, or place poisonous paste or bait in sewers, burrows, or ditches. | 0.0% | 0.0% | 100.0% | 3.29 | untouched |
| Clean and remove blockages from infested areas to facilitate spraying procedures and provide drainage, using brooms, mops, shovels, or rakes. | 0.0% | 0.0% | 100.0% | 2.64 | 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.