AI exposure: Medical Equipment Preparers
Prepare, sterilize, install, or clean laboratory or healthcare equipment. May perform routine laboratory tasks and operate or inspect equipment.
Reading this score
computedAt 8.0% of weighted task load, Medical Equipment Preparers sits at the 10th percentile, below the point where a job's centre of gravity has moved. 81.2% 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 16 tasks it averages 2.66 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 sterilizer test results, at 40.0%. The least is Install and set up medical equipment, at 0.0%. A gap of 40.0% 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 healthcare support occupations, this one is less exposed than the median of 12.0% across the group's 19 roles, with 15 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, 1 are currently banded exposed, 2 assisted and 13 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 | 0.62 | 0-4 |
| Embodiment | 2.66 | 0-3 |
| Presence | 1.24 | 0-3 |
| Accountability | 1.65 | 0-3 |
| Context | 1.02 | 0-3 |
| Verification cost | 1.85 | 0-3 |
Task by task
16 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Record sterilizer test results. | 40.0% | 35.0% | 25.0% | 4.59 | exposed |
| Examine equipment to detect leaks, worn or loose parts, or other indications of disrepair. | 16.7% | 33.3% | 50.0% | 4.76 | assisted |
| Report defective equipment to appropriate supervisors or staff. | 16.7% | 33.3% | 50.0% | 4.35 | assisted |
| Check sterile supplies to ensure that they are not outdated. | 13.3% | 11.7% | 75.0% | 4.62 | untouched |
| Maintain records of inventory or equipment usage and order medical instruments or supplies when inventory is low. | 13.3% | 11.7% | 75.0% | 4.41 | untouched |
| Start equipment and observe gauges and equipment operation to detect malfunctions and to ensure equipment is operating to prescribed standards. | 6.7% | 18.3% | 75.0% | 4.29 | untouched |
| Organize and assemble routine or specialty surgical instrument trays or other sterilized supplies, filling special requests as needed. | 0.0% | 0.0% | 100.0% | 4.57 | untouched |
| Operate and maintain steam autoclaves, keeping records of loads completed, items in loads, and maintenance procedures performed. | 0.0% | 0.0% | 100.0% | 4.56 | untouched |
| Clean instruments to prepare them for sterilization. | 0.0% | 0.0% | 100.0% | 4.55 | untouched |
| Disinfect and sterilize equipment, such as respirators, hospital beds, or oxygen or dialysis equipment, using sterilizers, aerators, or washers. | 0.0% | 0.0% | 100.0% | 4.42 | untouched |
| Purge wastes from equipment by connecting equipment to water sources and flushing water through systems. | 0.0% | 0.0% | 100.0% | 4.42 | untouched |
| Attend hospital in-service programs related to areas of work specialization. | 0.0% | 0.0% | 100.0% | 4.35 | untouched |
| Deliver equipment to specified hospital locations or to patients' residences. | 0.0% | 0.0% | 100.0% | 4.26 | untouched |
| Stock crash carts or other medical supplies. | 0.0% | 0.0% | 100.0% | 4.23 | untouched |
| Assist hospital staff with patient care duties, such as providing transportation or setting up traction. | 0.0% | 0.0% | 100.0% | 3.67 | untouched |
| Install and set up medical equipment, using hand tools. | 0.0% | 0.0% | 100.0% | 3.57 | 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.