Bill and Account Collectors
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 15 tasks
Locate and monitor overdue accounts, using computers and a variety of automated systems.
quick to check, an existing check settles it, and a mistake is cheap · 9.0% of the role's time · $699M · all three pass it
Perform various administrative functions for assigned accounts, such as recording address changes and purging the records of deceased customers.
quick to check, an existing check settles it, and a mistake is cheap · 4.0% of the role's time · $308M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Does not pass
Record information about financial status of customers and status of collection efforts.
reason given most often: no existing check settles it · 10.5% of the role's time · $820M · passed by Claude Sonnet · the models disagreed · waiting on a check
Answer customer questions regarding problems with their accounts.
reason given most often: no existing check settles it · 9.2% of the role's time · $717M · waiting on a check
Advise customers of necessary actions and strategies for debt repayment.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 8.9% of the role's time · $692M
Locate and notify customers of delinquent accounts by mail, telephone, or personal visits to solicit payment.
reason given most often: nobody can tell quickly whether it worked · 8.5% of the role's time · $661M
Confer with customers by telephone or in person to determine reasons for overdue payments and to review the terms of sales, service, or credit contracts.
reason given most often: no existing check settles it · 8.3% of the role's time · $649M · waiting on a check
Arrange for debt repayment or establish repayment schedules, based on customers' financial situations.
reason given most often: no existing check settles it · 8.2% of the role's time · $638M
Persuade customers to pay amounts due on credit accounts, damage claims, or nonpayable checks, or to return merchandise.
reason given most often: nobody can tell quickly whether it worked · 7.9% of the role's time · $617M
Trace delinquent customers to new addresses by inquiring at post offices, telephone companies, credit bureaus, or through the questioning of neighbors.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 7.0% of the role's time · $546M · passed by Claude Sonnet · the models disagreed
Receive payments and post amounts paid to customer accounts.
physical work, outside the screen · 7.0% of the role's time · $543M
Sort and file correspondence and perform miscellaneous clerical duties, such as answering correspondence and writing reports.
physical work, outside the screen · 4.5% of the role's time · $351M
Contact insurance companies to check on status of claims payments and write appeal letters for denial on claims.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 2.7% of the role's time · $207M
Notify credit departments, order merchandise repossession or service disconnection, and turn over account records to attorneys when customers fail to respond to collection attempts.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 2.4% of the role's time · $186M
Negotiate credit extensions when necessary.
reason given most often: no existing check settles it · 2.2% of the role's time · $172M
Where this role works
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Business Support Services | 41,900 | $1.7B | $219M | $152M |
| Credit Intermediation and Related Activities (5221 and 5223 only) | 15,290 | $780M | $101M | $69.9M |
| Nondepository Credit Intermediation | 16,650 | $768M | $99.1M | $68.7M |
| Management of Companies and Enterprises | 12,460 | $654M | $84.3M | $58.5M |
| General Medical and Surgical Hospitals | 6790 | $343M | $44.3M | $30.7M |
| Local Government, excluding Schools and Hospitals (OEWS Designation) | 4820 | $262M | $33.8M | $23.5M |
| Offices of Physicians | 4840 | $231M | $29.9M | $20.7M |
| Accounting, Tax Preparation, Bookkeeping, and Payroll Services | 4710 | $223M | $28.8M | $20.0M |
| Legal Services | 3730 | $202M | $26.0M | $18.0M |
| Office Administrative Services | 3690 | $180M | $23.2M | $16.1M |