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Census · Retail front line · occupation code 41-2022

Parts Salespersons

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 19 tasks

  • Receive payment or obtain credit authorization.

    quick to check, an existing check settles it, and a mistake is cheap · 8.1% of the role's time · $902M · all three pass it

  • Read catalogs, microfiche viewers, or computer displays to determine replacement part stock numbers and prices.

    quick to check, an existing check settles it, and a mistake is cheap · 7.6% of the role's time · $843M · all three pass it

  • Prepare sales slips or sales contracts.

    quick to check, an existing check settles it, and a mistake is cheap · 6.7% of the role's time · $750M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed

Does not pass

  • Receive and fill telephone orders for parts.

    physical work, outside the screen · 7.8% of the role's time · $864M

  • Fill customer orders from stock, and place orders when requested items are out of stock.

    physical work, outside the screen · 7.6% of the role's time · $850M

  • Determine replacement parts required, according to inspections of old parts, customer requests, or customers' descriptions of malfunctions.

    physical work, outside the screen · 6.6% of the role's time · $731M

  • Assist customers, such as responding to customer complaints and updating them about back-ordered parts.

    reason given most often: no existing check settles it · 6.3% of the role's time · $699M

  • Locate and label parts, and maintain inventory of stock.

    physical work, outside the screen · 6.0% of the role's time · $672M

  • Maintain and clean work and inventory areas.

    physical work, outside the screen · 5.7% of the role's time · $638M

  • Mark and store parts in stockrooms, according to prearranged systems.

    physical work, outside the screen · 4.8% of the role's time · $534M

  • Examine returned parts for defects, and exchange defective parts or refund money.

    physical work, outside the screen · 4.8% of the role's time · $533M

  • Advise customers on substitution or modification of parts when identical replacements are not available.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 4.8% of the role's time · $530M

  • Discuss use and features of various parts, based on knowledge of machines or equipment.

    reason given most often: no existing check settles it · 4.3% of the role's time · $479M · waiting on a check

  • Manage shipments by researching shipping methods or costs and tracking packages.

    reason given most often: nobody can tell quickly whether it worked · 4.3% of the role's time · $476M

  • Demonstrate equipment to customers, and explain functioning of equipment.

    physical work, outside the screen · 3.4% of the role's time · $384M

  • Place new merchandise on display.

    physical work, outside the screen · 3.3% of the role's time · $368M

  • Pick up and deliver parts.

    physical work, outside the screen · 2.9% of the role's time · $326M

  • Measure parts, using precision measuring instruments, to determine whether similar parts may be machined to required sizes.

    physical work, outside the screen · 2.7% of the role's time · $300M

  • Repair parts or equipment.

    physical work, outside the screen · 2.2% of the role's time · $249M

Where this role works