Sales supervisors - retail
and wholesale
Sales supervisors oversee operations and directly supervise and coordinate the activities of sales and related workers in retail and wholesale establishments.
- Employees (UK)
- 85k
- Median annual pay
- £26,112
- Exposure score ?
- 0.9/10 Minimal 9.1/10 Very high strict reading, with tools is 9.1/10 with-tools reading, strict is 0.9/10
- Wage exposure
- £200m £2.02bn
Higher exposure than 51% of the 379 UK occupations we scored.
What this score means.
Most of this role's work is still hard for AI: physical presence, practised skill, judgement in context and direct care, the things that do not turn into text.
If you are in this role
Nothing here is under pressure today, but the frontier moves. Learn enough to direct AI at the paperwork around the job. People in hands-on roles who can do that become unusually useful inside their organisations.
Almost every routine task in this role is within reach of today's models. Roles like this are being rebuilt, usually not by disappearing but by one person using AI to produce what several did.
If you are in this role
Be the person doing the rebuilding. People who learn to run this kind of work with AI become very valuable, and the ones who wait tend to have the change made for them.
Where the work usually starts.
This role's strict reading is low because its top tasks are judgement, not drafting. The three highest-stakes tasks below are still usually where the work starts. Switch to With tools to see what AI plus the right context can take on.
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Provide customer service by greeting and assisting customers and responding to customer inquiries and complaints.
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Direct and supervise employees engaged in sales, inventory-taking, reconciling cash receipts, or in performing services for customers.
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Formulate pricing policies for merchandise, according to profitability requirements.
These are the most important tasks AI can already handle when paired with the right tools and context. The first wins usually come from building workflows around them. That is the difference between a model that could do the job and one that actually does it inside your business.
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Provide customer service by greeting and assisting customers and responding to customer inquiries and complaints.
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Direct and supervise employees engaged in sales, inventory-taking, reconciling cash receipts, or in performing services for customers.
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Formulate pricing policies for merchandise, according to profitability requirements.
Every role has three or four places like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days.
Every task in the role.
Every O*NET task for this occupation, split by what AI can do unaided and what still needs a person. Importance is O*NET's 1 to 5 rating of how central each task is.
Tasks via O*NET "First-Line Supervisors of Retail Sales Workers" (41-1011.00).
What AI can already do
2 of 21 tasks, unaided
Plan and prepare work schedules and keep records of employees' work schedules and time cards.
Establish credit policies and operating procedures.
What still needs a person
19 of 21 tasks
Provide customer service by greeting and assisting customers and responding to customer inquiries and complaints.
Direct and supervise employees engaged in sales, inventory-taking, reconciling cash receipts, or in performing services for customers.
Formulate pricing policies for merchandise, according to profitability requirements.
Examine merchandise to ensure that it is correctly priced and displayed and that it functions as advertised.
Monitor sales activities to ensure that customers receive satisfactory service and quality goods.
Instruct staff on how to handle difficult and complicated sales.
Assign employees to specific duties.
Hire, train, and evaluate personnel in sales or marketing establishments, promoting or firing workers when appropriate.
Keep records of purchases, sales, and requisitions.
Plan and coordinate advertising campaigns and sales promotions and prepare merchandise displays and advertising copy.
Perform work activities of subordinates, such as cleaning and organizing shelves and displays and selling merchandise.
Review inventory and sales records to prepare reports for management and budget departments.
Inventory stock and reorder when inventory drops to a specified level.
Establish and implement policies, goals, objectives, and procedures for the department.
Examine products purchased for resale or received for storage to assess the condition of each product or item.
Enforce safety, health, and security rules.
Plan budgets and authorize payments and merchandise returns.
Estimate consumer demand and determine the types and amounts of goods to be sold.
Confer with company officials to develop methods and procedures to increase sales, expand markets, and promote business.
Tasks via O*NET "First-Line Supervisors of Retail Sales Workers" (41-1011.00).
What AI can already do
19 of 21 tasks, with tools
Provide customer service by greeting and assisting customers and responding to customer inquiries and complaints.
Direct and supervise employees engaged in sales, inventory-taking, reconciling cash receipts, or in performing services for customers.
Formulate pricing policies for merchandise, according to profitability requirements.
Examine merchandise to ensure that it is correctly priced and displayed and that it functions as advertised.
Monitor sales activities to ensure that customers receive satisfactory service and quality goods.
Instruct staff on how to handle difficult and complicated sales.
Assign employees to specific duties.
Hire, train, and evaluate personnel in sales or marketing establishments, promoting or firing workers when appropriate.
Keep records of purchases, sales, and requisitions.
Plan and coordinate advertising campaigns and sales promotions and prepare merchandise displays and advertising copy.
Plan and prepare work schedules and keep records of employees' work schedules and time cards.
Review inventory and sales records to prepare reports for management and budget departments.
Inventory stock and reorder when inventory drops to a specified level.
Establish and implement policies, goals, objectives, and procedures for the department.
Establish credit policies and operating procedures.
Examine products purchased for resale or received for storage to assess the condition of each product or item.
Plan budgets and authorize payments and merchandise returns.
Estimate consumer demand and determine the types and amounts of goods to be sold.
Confer with company officials to develop methods and procedures to increase sales, expand markets, and promote business.
What still needs a person
2 of 21 tasks
Perform work activities of subordinates, such as cleaning and organizing shelves and displays and selling merchandise.
Enforce safety, health, and security rules.
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Related occupations.
Other roles in Sales and customer service occupations, and roles close by exposure.
What it means for your sector.
This role's score comes from Eloundou et al's 2023 task labels, weighted by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 through ISCO-08 (the ONS coding index) and US SOC 2010 (the BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional, which covers employees only.
Back to the mapMethodologySources (PDF)Built 29 April 2026
Pictures
- "Census pantograph and 1930s keypunches" by U.S. Census Bureau employees, public domain, via Wikimedia Commons
- "Shepard Barclay, St. Louis lawyer, in his office" by Missouri Historical Society via DPLA, no known copyright restrictions, via Wikimedia Commons
- "Accountant's Office LCCN2016824374" by National Photo Company Collection, public domain, via Wikimedia Commons
- "Employment service in Oulu in the spring 1931" by Finnish Heritage Agency (Museovirasto), CC BY 4.0, via Wikimedia Commons