AI exposure: Opticians, Dispensing
Design, measure, fit, and adapt lenses and frames for client according to written optical prescription or specification. Assist client with inserting, removing, and caring for contact lenses. Assist client with selecting frames. Measure customer for size of eyeglasses and coordinate frames with facial and eye measurements and optical prescription. Prepare work order for optical laboratory containing instructions for grinding and mounting lenses in frames. Verify exactness of finished lens spectacles. Adjust frame and lens position to fit client. May shape or reshape frames. Includes contact lens opticians.
Reading this score
computedAt 21.9% of weighted task load, Opticians, Dispensing sits at the 40th percentile, below the point where a job's centre of gravity has moved. 59.3% 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 accountability. Across this occupation's 21 tasks it averages 2.10 out of 3, the highest of the five friction dimensions. In plain terms, someone licensed has to sign the work. Capability and permission are different things. Where a statute or a professional body requires a named, liable human to approve the output, the work can be drafted by a machine and still require the person.
The most exposed thing this job does is Prepare work orders and instructions for grinding lenses and fabricating eyeglasses, at 64.2%. The least is Repair damaged frames, at 0.0%. A gap of 64.2% 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 practitioner and technical occupations, this one is more exposed than most. The median across the 89 roles in the group is 18.4%, and only 21 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 21 tasks, 7 are currently banded exposed, 2 assisted and 12 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 | 1.58 | 0-4 |
| Embodiment | 1.80 | 0-3 |
| Presence | 1.25 | 0-3 |
| Accountability | 2.10 | 0-3 |
| Context | 1.64 | 0-3 |
| Verification cost | 1.98 | 0-3 |
Task by task
21 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Prepare work orders and instructions for grinding lenses and fabricating eyeglasses. | 64.2% | 23.3% | 12.5% | 4.62 | exposed |
| Order and purchase frames and lenses. | 60.0% | 15.0% | 25.0% | 4.21 | exposed |
| Maintain records of customer prescriptions, work orders, and payments. | 53.3% | 46.7% | 0.0% | 4.73 | exposed |
| Obtain a customer's previous record, or verify a prescription with the examining optometrist or ophthalmologist. | 53.0% | 38.7% | 8.3% | 4.54 | exposed |
| Sell goods such as contact lenses, spectacles, sunglasses, and goods related to eyes, in general. | 45.0% | 30.0% | 25.0% | 4.54 | exposed |
| Arrange and maintain displays of optical merchandise. | 45.0% | 30.0% | 25.0% | 3.50 | exposed |
| Perform administrative duties, such as tracking inventory and sales, submitting patient insurance information, and performing simple bookkeeping. | 42.5% | 32.5% | 25.0% | 4.42 | exposed |
| Evaluate prescriptions in conjunction with clients' vocational and avocational visual requirements. | 30.0% | 45.0% | 25.0% | 4.81 | assisted |
| Recommend specific lenses, lens coatings, and frames to suit client needs. | 20.0% | 30.0% | 50.0% | 4.79 | assisted |
| Measure clients' bridge and eye size, temple length, vertex distance, pupillary distance, and optical centers of eyes, using measuring devices. | 10.0% | 15.0% | 75.0% | 4.96 | untouched |
| Assist clients in selecting frames according to style and color, and ensure that frames are coordinated with facial and eye measurements and optical prescriptions. | 9.2% | 15.8% | 75.0% | 4.79 | untouched |
| Show customers how to insert, remove, and care for their contact lenses. | 5.0% | 20.0% | 75.0% | 4.67 | untouched |
| Instruct clients in how to wear and care for eyeglasses. | 5.0% | 20.0% | 75.0% | 4.26 | untouched |
| Supervise the training of student opticians. | 5.0% | 20.0% | 75.0% | 4.24 | untouched |
| Verify that finished lenses are ground to specifications. | 0.0% | 0.0% | 100.0% | 4.88 | untouched |
| Heat, shape, or bend plastic or metal frames to adjust eyeglasses to fit clients, using pliers and hands. | 0.0% | 0.0% | 100.0% | 4.71 | untouched |
| Determine clients' current lens prescriptions, when necessary, using lensometers or lens analyzers and clients' eyeglasses. | 0.0% | 0.0% | 100.0% | 4.62 | untouched |
| Fabricate lenses to meet prescription specifications. | 0.0% | 0.0% | 100.0% | 4.47 | untouched |
| Assemble eyeglasses by cutting and edging lenses, and fitting the lenses into frames. | 0.0% | 0.0% | 100.0% | 4.36 | untouched |
| Grind lens edges, or apply coatings to lenses. | 0.0% | 0.0% | 100.0% | 3.84 | untouched |
| Repair damaged frames. | 0.0% | 0.0% | 100.0% | 3.67 | 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.