Opticians, Dispensing
Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.
Passes the screen · 3 of 21 tasks
Sell goods such as contact lenses, spectacles, sunglasses, and goods related to eyes, in general.
quick to check, an existing check settles it, and a mistake is cheap · 6.2% of the role's time · $245M · passed by Claude Sonnet, GPT-6 Sol · the models disagreed
Maintain records of customer prescriptions, work orders, and payments.
quick to check, an existing check settles it, and a mistake is cheap · 6.2% of the role's time · $245M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Obtain a customer's previous record, or verify a prescription with the examining optometrist or ophthalmologist.
quick to check, an existing check settles it, and a mistake is cheap · 4.1% of the role's time · $164M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Does not pass
Measure clients' bridge and eye size, temple length, vertex distance, pupillary distance, and optical centers of eyes, using measuring devices.
physical work, outside the screen · 7.0% of the role's time · $278M
Assist clients in selecting frames according to style and color, and ensure that frames are coordinated with facial and eye measurements and optical prescriptions.
reason given most often: no existing check settles it · 6.8% of the role's time · $268M · waiting on a check
Recommend specific lenses, lens coatings, and frames to suit client needs.
reason given most often: no existing check settles it · 6.6% of the role's time · $263M
Heat, shape, or bend plastic or metal frames to adjust eyeglasses to fit clients, using pliers and hands.
physical work, outside the screen · 6.5% of the role's time · $259M
Evaluate prescriptions in conjunction with clients' vocational and avocational visual requirements.
reason given most often: no existing check settles it · 6.2% of the role's time · $244M
Instruct clients in how to wear and care for eyeglasses.
reason given most often: no existing check settles it · 5.8% of the role's time · $229M · waiting on a check
Verify that finished lenses are ground to specifications.
physical work, outside the screen · 5.5% of the role's time · $217M
Prepare work orders and instructions for grinding lenses and fabricating eyeglasses.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 5.2% of the role's time · $205M · passed by Claude Sonnet · the models disagreed
Determine clients' current lens prescriptions, when necessary, using lensometers or lens analyzers and clients' eyeglasses.
physical work, outside the screen · 5.1% of the role's time · $201M
Perform administrative duties, such as tracking inventory and sales, submitting patient insurance information, and performing simple bookkeeping.
reason given most often: nobody can tell quickly whether it worked · 4.5% of the role's time · $178M · passed by Claude Sonnet · the models disagreed
Order and purchase frames and lenses.
reason given most often: nobody can tell quickly whether it worked · 3.7% of the role's time · $146M
Assemble eyeglasses by cutting and edging lenses, and fitting the lenses into frames.
physical work, outside the screen · 3.4% of the role's time · $135M
Arrange and maintain displays of optical merchandise.
physical work, outside the screen · 3.3% of the role's time · $131M
Show customers how to insert, remove, and care for their contact lenses.
physical work, outside the screen · 3.2% of the role's time · $128M
Fabricate lenses to meet prescription specifications.
physical work, outside the screen · 3.0% of the role's time · $120M
Repair damaged frames.
physical work, outside the screen · 2.8% of the role's time · $111M
Grind lens edges, or apply coatings to lenses.
physical work, outside the screen · 2.6% of the role's time · $102M
Supervise the training of student opticians.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 2.5% of the role's time · $99.5M
Where this role works
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Offices of Other Health Practitioners | 32,690 | $1.5B | $241M | $0 |
| General Merchandise Retailers | 17,200 | $951M | $157M | $0 |
| Health and Personal Care Retailers | 17,880 | $919M | $151M | $0 |
| Offices of Physicians | 9030 | $458M | $75.5M | $0 |
| Outpatient Care Centers | 1340 | $99.9M | $16.5M | $0 |
| Professional and Commercial Equipment and Supplies Merchant Wholesalers | 420 | $21.9M | $3.6M | $0 |
| Colleges, Universities, and Professional Schools | 350 | $18.3M | $3.0M | $0 |
| Management of Companies and Enterprises | 310 | $15.5M | $2.6M | $0 |
| General Medical and Surgical Hospitals | 220 | $12.9M | $2.1M | $0 |
| Employment Services | 120 | $5.3M | $873k | $0 |