Purchasing Managers
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 18 tasks
Prepare and process requisitions and purchase orders for supplies and equipment.
quick to check, an existing check settles it, and a mistake is cheap · 7.9% of the role's time · $947M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Maintain records of goods ordered and received.
quick to check, an existing check settles it, and a mistake is cheap · 7.4% of the role's time · $886M · all three pass it
Does not pass
Direct and coordinate activities of personnel engaged in buying, selling, and distributing materials, equipment, machinery, and supplies.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 11.6% of the role's time · $1.4B
Locate vendors of materials, equipment or supplies, and interview them to determine product availability and terms of sales.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 7.9% of the role's time · $945M
Administer online purchasing systems.
reason given most often: nobody can tell quickly whether it worked · 7.6% of the role's time · $913M
Develop cost reduction strategies and savings plans.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 7.5% of the role's time · $899M
Develop and implement purchasing and contract management instructions, policies, and procedures.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 7.2% of the role's time · $861M
Represent companies in negotiating contracts and formulating policies with suppliers.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 5.8% of the role's time · $696M
Analyze market and delivery systems to assess present and future material availability.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 5.7% of the role's time · $680M
Review purchase order claims and contracts for conformance to company policy.
reason given most often: no existing check settles it · 5.6% of the role's time · $675M
Review, evaluate, and approve specifications for issuing and awarding bids.
an accountable sign-off — stays with a person · 5.1% of the role's time · $619M
Control purchasing department budgets.
reason given most often: nobody can tell quickly whether it worked, and a failure is too expensive · 5.1% of the role's time · $610M
Participate in the development of specifications for equipment, products, or substitute materials.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 4.0% of the role's time · $479M
Prepare reports regarding market conditions and merchandise costs.
reason given most often: no existing check settles it · 2.8% of the role's time · $342M · waiting on a check
Prepare bid awards requiring board approval.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 2.7% of the role's time · $328M
Resolve vendor or contractor grievances and claims against suppliers.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 2.7% of the role's time · $322M
Arrange for disposal of surplus materials.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.8% of the role's time · $220M
Interview and hire staff, and oversee staff training.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $201M
Where this role works
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Management of Companies and Enterprises | 15,910 | $2.7B | $418M | $202M |
| Federal Executive Branch (OEWS Designation) | 6420 | $1.0B | $156M | $75.6M |
| Aerospace Product and Parts Manufacturing | 2990 | $485M | $73.9M | $35.7M |
| Scientific Research and Development Services | 2020 | $371M | $56.6M | $27.4M |
| Merchant Wholesalers, Durable Goods (4232, 4233, 4235, 4236, 4237, and 4239 only) | 2400 | $340M | $51.9M | $25.1M |
| Merchant Wholesalers, Nondurable Goods (4244 and 4248 only) | 2050 | $295M | $45.0M | $21.8M |
| Local Government, excluding Schools and Hospitals (OEWS Designation) | 2290 | $281M | $42.8M | $20.7M |
| Computer Systems Design and Related Services | 1600 | $264M | $40.2M | $19.4M |
| Machinery Manufacturing (3331, 3332, 3334, and 3339 only) | 1810 | $240M | $36.7M | $17.7M |
| General Medical and Surgical Hospitals | 1810 | $229M | $34.9M | $16.8M |