Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products
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
Forward orders to manufacturers.
quick to check, an existing check settles it, and a mistake is cheap · 3.4% of the role's time · $3.5B · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Obtain credit information about prospective customers.
quick to check, an existing check settles it, and a mistake is cheap · 3.1% of the role's time · $3.2B · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Does not pass
Answer customers' questions about products, prices, availability, product uses, and credit terms.
reason given most often: no existing check settles it · 9.5% of the role's time · $9.8B · waiting on a check
Recommend products to customers, based on customers' needs and interests.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 9.3% of the role's time · $9.6B
Estimate or quote prices, credit or contract terms, warranties, and delivery dates.
reason given most often: no existing check settles it · 6.9% of the role's time · $7.1B
Monitor market conditions, product innovations, and competitors' products, prices, and sales.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 6.8% of the role's time · $7.0B
Provide customers with product samples and catalogs.
physical work, outside the screen · 6.4% of the role's time · $6.6B
Consult with clients after sales or contract signings to resolve problems and to provide ongoing support.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 6.4% of the role's time · $6.6B
Plan, assemble, and stock product displays in retail stores, or make recommendations to retailers regarding product displays, promotional programs, and advertising.
physical work, outside the screen · 6.0% of the role's time · $6.2B
Contact regular and prospective customers to demonstrate products, explain product features, and solicit orders.
physical work, outside the screen · 5.7% of the role's time · $5.9B
Identify prospective customers by using business directories, following leads from existing clients, participating in organizations and clubs, and attending trade shows and conferences.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 5.5% of the role's time · $5.7B
Prepare sales contracts and order forms.
reason given most often: no existing check settles it · 5.2% of the role's time · $5.4B · passed by Claude Sonnet · the models disagreed
Check stock levels and reorder merchandise as necessary.
physical work, outside the screen · 5.2% of the role's time · $5.3B
Negotiate details of contracts and payments.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 4.9% of the role's time · $5.0B
Perform administrative duties, such as preparing sales budgets and reports, keeping sales records, and filing expense account reports.
reason given most often: nobody can tell quickly whether it worked · 4.7% of the role's time · $4.9B · passed by Claude Sonnet · the models disagreed
Negotiate with retail merchants to improve product exposure, such as shelf positioning and advertising.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 4.7% of the role's time · $4.9B
Prepare drawings, estimates, and bids that meet specific customer needs.
reason given most often: no existing check settles it · 3.5% of the role's time · $3.6B
Arrange and direct delivery and installation of products and equipment.
physical work, outside the screen · 2.7% of the role's time · $2.8B
Where this role works
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Merchant Wholesalers, Durable Goods (4232, 4233, 4235, 4236, 4237, and 4239 only) | 229,190 | $18.2B | $1.2B | $0 |
| Merchant Wholesalers, Nondurable Goods (4244 and 4248 only) | 144,560 | $10.9B | $708M | $0 |
| Wholesale Trade Agents and Brokers | 117,950 | $10.7B | $696M | $0 |
| Machinery, Equipment, and Supplies Merchant Wholesalers | 110,600 | $8.8B | $574M | $0 |
| Merchant Wholesalers, Nondurable Goods (4241, 4247, and 4249 only) | 66,350 | $5.3B | $344M | $0 |
| Professional and Commercial Equipment and Supplies Merchant Wholesalers | 51,430 | $4.4B | $284M | $0 |
| Merchant Wholesalers, Nondurable Goods (4242 and 4246 only) | 38,500 | $3.7B | $238M | $0 |
| Management of Companies and Enterprises | 32,120 | $2.9B | $191M | $0 |
| Motor Vehicle and Motor Vehicle Parts and Supplies Merchant Wholesalers | 29,650 | $2.2B | $146M | $0 |
| Building Material and Supplies Dealers | 29,590 | $2.1B | $135M | $0 |