UK AI Exposure · Sales and customer service occupations
Customer service occupations n.e.c.
Job holders in this unit group perform a variety of customer service occupations not elsewhere classified in minor group 721: Customer service occupations.
- Employees (UK)
- 299k
- Median annual pay
- £24,438
- Exposure score ?
- 5.8/10 Moderate 9.2/10 Very high strict reading · with tools is 9.2/10 with-tools reading · strict is 5.8/10
- Wage exposure
- £4.24bn £6.72bn
Higher exposure than 97% of the 379 UK occupations we scored.
What this score means
A meaningful slice of the task inventory is AI-reachable - the drafting, summarising, research and analysis parts especially. This role is at the point where the people who learn to direct AI well pull ahead of the people who don't.
If you're in this role, here's what to do now
Treat AI as a colleague you manage, not a tool you use. Identify the tasks where you'd describe the work to a capable junior - those are the tasks AI can do for you now. Spend your time on the judgment calls and the relationships instead.
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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Analyze data to determine answers to questions from customers or members of the public.
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Calculate and quote rates for tours, stocks, insurance policies, or other products or services.
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Perform administrative support tasks, such as proofreading, transcribing handwritten information, or operating calculators or computers to work with pay records, invoices, balance sheets, or other documents.
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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Operate telephone switchboard to answer, screen, or forward calls, providing information, taking messages, or scheduling appointments.
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Greet persons entering establishment, determine nature and purpose of visit, and direct or escort them to specific destinations.
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Receive payment and record receipts for services.
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 "Receptionists and Information Clerks" (43-4171.00).
What AI can already do
4 of 18 tasks · unaided
Analyze data to determine answers to questions from customers or members of the public.
Calculate and quote rates for tours, stocks, insurance policies, or other products or services.
Perform administrative support tasks, such as proofreading, transcribing handwritten information, or operating calculators or computers to work with pay records, invoices, balance sheets, or other documents.
Process and prepare memos, correspondence, travel vouchers, or other documents.
Where humans still hold the line
14 of 18 tasks
Operate telephone switchboard to answer, screen, or forward calls, providing information, taking messages, or scheduling appointments.
Greet persons entering establishment, determine nature and purpose of visit, and direct or escort them to specific destinations.
Receive payment and record receipts for services.
Schedule appointments and maintain and update appointment calendars.
Transmit information or documents to customers, using computer, mail, or facsimile machine.
Hear and resolve complaints from customers or the public.
File and maintain records.
Provide information about establishment, such as location of departments or offices, employees within the organization, or services provided.
Collect, sort, distribute, or prepare mail, messages, or courier deliveries.
Keep a current record of staff members' whereabouts and availability.
Schedule space or equipment for special programs and prepare lists of participants.
Perform duties, such as taking care of plants or straightening magazines to maintain lobby or reception area.
Enroll individuals to participate in programs and notify them of their acceptance.
Take orders for merchandise or materials and send them to the proper departments to be filled.
Tasks via O*NET "Receptionists and Information Clerks" (43-4171.00).
What AI can already do
16 of 18 tasks · with tools
Operate telephone switchboard to answer, screen, or forward calls, providing information, taking messages, or scheduling appointments.
Greet persons entering establishment, determine nature and purpose of visit, and direct or escort them to specific destinations.
Receive payment and record receipts for services.
Schedule appointments and maintain and update appointment calendars.
Analyze data to determine answers to questions from customers or members of the public.
Calculate and quote rates for tours, stocks, insurance policies, or other products or services.
Transmit information or documents to customers, using computer, mail, or facsimile machine.
Hear and resolve complaints from customers or the public.
File and maintain records.
Provide information about establishment, such as location of departments or offices, employees within the organization, or services provided.
Perform administrative support tasks, such as proofreading, transcribing handwritten information, or operating calculators or computers to work with pay records, invoices, balance sheets, or other documents.
Keep a current record of staff members' whereabouts and availability.
Schedule space or equipment for special programs and prepare lists of participants.
Process and prepare memos, correspondence, travel vouchers, or other documents.
Enroll individuals to participate in programs and notify them of their acceptance.
Take orders for merchandise or materials and send them to the proper departments to be filled.
Where humans still hold the line
2 of 18 tasks
Collect, sort, distribute, or prepare mail, messages, or courier deliveries.
Perform duties, such as taking care of plants or straightening magazines to maintain lobby or reception area.
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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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