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Census · Admin · occupation code 43-4041

Credit Authorizers, Checkers, and Clerks

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 · 2 of 16 tasks

  • Keep records of customers' charges and payments.

    quick to check, an existing check settles it, and a mistake is cheap · 10.2% of the role's time · $55.3M · all three pass it

  • Review individual or commercial customer files to identify and select delinquent accounts for collection.

    quick to check, an existing check settles it, and a mistake is cheap · 6.3% of the role's time · $34.1M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed

Does not pass

  • Compile and analyze credit information gathered by investigation.

    reason given most often: no existing check settles it · 14.0% of the role's time · $75.9M

  • Evaluate customers' computerized credit records and payment histories to decide whether to approve new credit, based on predetermined standards.

    an accountable sign-off — stays with a person · 8.6% of the role's time · $47.0M

  • Obtain information about potential creditors from banks, credit bureaus, and other credit services, and provide reciprocal information if requested.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 8.0% of the role's time · $43.6M · passed by Claude Sonnet · the models disagreed

  • Interview credit applicants by telephone or in person to obtain personal and financial data needed to complete credit report.

    reason given most often: no existing check settles it · 7.4% of the role's time · $40.1M · waiting on a check

  • Receive charge slips or credit applications by mail, or receive information from salespeople or merchants by telephone.

    physical work, outside the screen · 6.3% of the role's time · $34.1M

  • Call customers to collect payment on delinquent accounts.

    reason given most often: nobody can tell quickly whether it worked · 6.3% of the role's time · $34.1M

  • Consult with customers to resolve complaints or verify financial or credit transactions.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 6.3% of the role's time · $34.1M

  • Contact former employers and other acquaintances to verify applicants' references, employment, health history, or social behavior.

    reason given most often: no existing check settles it · 6.3% of the role's time · $34.1M

  • Prepare reports of findings and recommendations.

    reason given most often: no existing check settles it · 6.3% of the role's time · $34.1M

  • File sales slips in customers' ledgers for billing purposes.

    physical work, outside the screen · 4.1% of the role's time · $22.2M

  • Mail charge statements to customers.

    physical work, outside the screen · 3.5% of the role's time · $18.8M

  • Examine city directories and public records to verify residence property ownership, bankruptcies, liens, arrest record, or unpaid taxes of applicants.

    reason given most often: no existing check settles it, and a failure is too expensive · 3.2% of the role's time · $17.5M · passed by Claude Sonnet · the models disagreed

  • Relay credit report information to subscribers by mail or by telephone.

    reason given most often: no existing check settles it, and a failure is too expensive · 2.2% of the role's time · $12.1M · passed by Claude Sonnet · the models disagreed

  • Prepare credit cards or charge account plates.

    physical work, outside the screen · 1.2% of the role's time · $6.3M

Where this role works