UK AI Exposure · Administrative and secretarial occupations
Sales administrators
Sales administrators provide support to the process of selling equipment, materials and other products or services.
- Employees (UK)
- 49k
- Median annual pay
- £27,132
- Exposure score ?
- 6.9/10 High 9.7/10 Very high strict reading · with tools is 9.7/10 with-tools reading · strict is 6.9/10
- Wage exposure
- £917m £1.29bn
Higher exposure than 99% of the 379 UK occupations we scored.
What this score means
Most of the routine task inventory in this role can already be done by a capable LLM. That doesn't mean the role disappears - it means the shape changes, and one person can credibly do the work of several.
If you're in this role, here's what to do now
Stop doing anything an LLM can do. Your edge is judgment, relationships, taste, and the parts of the work that require you to be in the room. The operators who notice this first and redesign their workflow around it will be paid for those things; the ones who cling to the old task list will compete against AI at AI's prices.
Almost every routine task in this role is within reach of today's language models. Roles at this level are getting rebuilt - often not by disappearing, but by one person using AI to do three or five people's output.
If you're in this role, here's what to do now
You don't need to be afraid. You need to be the person doing the rebuilding. The operators who learn to direct AI at scale in this kind of work become hugely valuable. The ones who wait to be told what to do get told what to do - and that thing is often 'we don't need as many of you anymore.'
Where a project with Alex usually starts for this role
These are the highest-importance tasks a language model can already handle directly today. In a typical engagement the first wins come from building workflows around these, so they stop eating your team's time.
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Review orders for completeness according to reporting procedures and forward incomplete orders for further processing.
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Obtain customers' names, addresses, and billing information, product numbers, and specifications of items to be purchased, and enter this information on order forms.
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Prepare invoices, shipping documents, and contracts.
These are the highest-importance tasks AI can already handle when paired with the right tools and context. In a typical engagement the first wins come from building workflows around these — usually the difference between an LLM that can technically do the job and one that actually does it inside your business.
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Review orders for completeness according to reporting procedures and forward incomplete orders for further processing.
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Obtain customers' names, addresses, and billing information, product numbers, and specifications of items to be purchased, and enter this information on order forms.
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Prepare invoices, shipping documents, and contracts.
Every role has three or four wedges like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days. Talk to Alex about a project →
The full task breakdown
Every O*NET task for this occupation, split by what AI can already do unaided versus what still needs a human. Importance is O*NET's 1–5 rating of how central each task is to the role.
Tasks via O*NET "Order Clerks" (43-4151.00).
What AI can already do
8 of 19 tasks · unaided
Review orders for completeness according to reporting procedures and forward incomplete orders for further processing.
Obtain customers' names, addresses, and billing information, product numbers, and specifications of items to be purchased, and enter this information on order forms.
Prepare invoices, shipping documents, and contracts.
Verify customer and order information for correctness, checking it against previously obtained information as necessary.
Recommend type of packing or labeling needed on order.
Compute total charges for merchandise or services and shipping charges.
Inform customers by mail or telephone of order information, such as unit prices, shipping dates, and any anticipated delays.
File copies of orders received, or post orders on records.
Where humans still hold the line
11 of 19 tasks
Recommend merchandise or services that will meet customers' needs.
Inspect outgoing work for compliance with customers' specifications.
Receive and respond to customer complaints.
Check inventory records to determine availability of requested merchandise.
Confer with production, sales, shipping, warehouse, or common carrier personnel to expedite or trace shipments.
Direct specified departments or units to prepare and ship orders to designated locations.
Adjust inventory records to reflect product movement.
Collect payment for merchandise, record transactions, and send items, such as checks or money orders for further processing.
Calculate and compile order-related statistics, and prepare reports for management.
Attempt to sell additional merchandise or services to prospective or current customers by telephone or through visits.
Notify departments when supplies of specific items are low, or when orders would deplete available supplies.
Tasks via O*NET "Order Clerks" (43-4151.00).
What AI can already do
19 of 19 tasks · with tools
Review orders for completeness according to reporting procedures and forward incomplete orders for further processing.
Obtain customers' names, addresses, and billing information, product numbers, and specifications of items to be purchased, and enter this information on order forms.
Prepare invoices, shipping documents, and contracts.
Recommend merchandise or services that will meet customers' needs.
Inspect outgoing work for compliance with customers' specifications.
Receive and respond to customer complaints.
Check inventory records to determine availability of requested merchandise.
Verify customer and order information for correctness, checking it against previously obtained information as necessary.
Confer with production, sales, shipping, warehouse, or common carrier personnel to expedite or trace shipments.
Direct specified departments or units to prepare and ship orders to designated locations.
Adjust inventory records to reflect product movement.
Collect payment for merchandise, record transactions, and send items, such as checks or money orders for further processing.
Calculate and compile order-related statistics, and prepare reports for management.
Recommend type of packing or labeling needed on order.
Compute total charges for merchandise or services and shipping charges.
Inform customers by mail or telephone of order information, such as unit prices, shipping dates, and any anticipated delays.
File copies of orders received, or post orders on records.
Attempt to sell additional merchandise or services to prospective or current customers by telephone or through visits.
Notify departments when supplies of specific items are low, or when orders would deplete available supplies.
Where humans still hold the line
0 of 19 tasks
When AI is paired with workflow tools, every task in this role is reachable. That doesn't mean the role disappears — it means almost all the routine surface area can be compressed.
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Methodology
This role's exposure score comes from Eloundou et al's 2023 GPT task labels, aggregated by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 via ISCO-08 (ONS Vol 2 coding index) and US SOC 2010 (BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional. ASHE covers employees only, so self-employed workers are not counted.
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