Budget Analysts
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 · 0 of 13 tasks
No task in this role passes the screen.
Does not pass
Provide advice and technical assistance with cost analysis, fiscal allocation, and budget preparation.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 14.1% of the role's time · $609M
Review operating budgets to analyze trends affecting budget needs.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 11.2% of the role's time · $483M
Analyze monthly department budgeting and accounting reports to maintain expenditure controls.
reason given most often: nobody can tell quickly whether it worked · 10.4% of the role's time · $448M
Examine budget estimates for completeness, accuracy, and conformance with procedures and regulations.
reason given most often: no existing check settles it · 9.9% of the role's time · $426M · passed by Claude Sonnet · the models disagreed
Summarize budgets and submit recommendations for the approval or disapproval of funds requests.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 8.6% of the role's time · $373M
Compile and analyze accounting records and other data to determine the financial resources required to implement a program.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 8.0% of the role's time · $347M
Interpret budget directives and establish policies for carrying out directives.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 6.8% of the role's time · $293M
Direct the preparation of regular and special budget reports.
reason given most often: no existing check settles it · 6.4% of the role's time · $276M
Consult with managers to ensure that budget adjustments are made in accordance with program changes.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 6.3% of the role's time · $270M
Match appropriations for specific programs with appropriations for broader programs, including items for emergency funds.
reason given most often: no existing check settles it · 5.0% of the role's time · $218M · passed by Gemini 3.1 Pro · the models disagreed
Perform cost-benefit analyses to compare operating programs, review financial requests, or explore alternative financing methods.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 5.0% of the role's time · $216M
Seek new ways to improve efficiency and increase profits.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 4.5% of the role's time · $193M
Testify before examining and fund-granting authorities, clarifying and promoting the proposed budgets.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 4.0% of the role's time · $172M
Where this role works
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Federal Executive Branch (OEWS Designation) | 12,200 | $1.3B | $0 | $0 |
| Local Government, excluding Schools and Hospitals (OEWS Designation) | 5410 | $498M | $0 | $0 |
| State Government, excluding Schools and Hospitals (OEWS Designation) | 5810 | $486M | $0 | $0 |
| Colleges, Universities, and Professional Schools | 4690 | $372M | $0 | $0 |
| Management of Companies and Enterprises | 2640 | $257M | $0 | $0 |
| Scientific Research and Development Services | 1090 | $118M | $0 | $0 |
| Management, Scientific, and Technical Consulting Services | 1160 | $115M | $0 | $0 |
| General Medical and Surgical Hospitals | 1210 | $112M | $0 | $0 |
| Computer Systems Design and Related Services | 960 | $110M | $0 | $0 |
| Architectural, Engineering, and Related Services | 970 | $105M | $0 | $0 |