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Census · Clinical · occupation code 29-2081

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