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AI Job Risk

Occupation baseline · Research consensus

Will AI replace First-Line Supervisors of Retail Sales Workers?

Lower risk

Baseline AI displacement risk for First-Line Supervisors of Retail Sales Workers, aggregated from 7 research sources.

What this score means

First-Line Supervisors of Retail Sales Workers leans toward the safer end for Sales & Marketing. Parts of the role touch tasks AI is getting good at, but the core still depends on hands on work or judgment that resists automation. At 39 out of 100 it scores 11 points below the Sales & Marketing average of 50. Across the 7 sources behind this baseline, individual estimates run from 14 to 58, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for First-Line Supervisors of Retail Sales Workers, most central first, showing 12 of 21.

  • 01Provide customer service by greeting and assisting customers and responding to customer inquiries and complaints.
  • 02Direct and supervise employees engaged in sales, inventory-taking, reconciling cash receipts, or in performing services for customers.
  • 03Examine merchandise to ensure that it is correctly priced and displayed and that it functions as advertised.
  • 04Monitor sales activities to ensure that customers receive satisfactory service and quality goods.
  • 05Instruct staff on how to handle difficult and complicated sales.
  • 06Assign employees to specific duties.
  • 07Keep records of purchases, sales, and requisitions.
  • 08Perform work activities of subordinates, such as cleaning and organizing shelves and displays and selling merchandise.
  • 09Plan and prepare work schedules and keep records of employees' work schedules and time cards.
  • 10Review inventory and sales records to prepare reports for management and budget departments.
  • 11Inventory stock and reorder when inventory drops to a specified level.
  • 12Establish and implement policies, goals, objectives, and procedures for the department.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 7 research sources that scored First-Line Supervisors of Retail Sales Workers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

Common questions

How likely is AI to replace First-Line Supervisors of Retail Sales Workers?
Published research puts First-Line Supervisors of Retail Sales Workers at 39 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 7 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for First-Line Supervisors of Retail Sales Workers?
Only partly. Individual estimates for First-Line Supervisors of Retail Sales Workers run from 14 to 58 out of 100 across the 7 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which sales & marketing roles face similar AI exposure?
The closest published sales & marketing roles to First-Line Supervisors of Retail Sales Workers by score are Parts Salespersons (37/100), Demonstrators and Product Promoters (44/100), and Real Estate Sales Agents (44/100). Each has its own page with the research behind its number.

Also covers

Art Gallery Director · Auto Leasing Manager · Auto Parts Manager · Auto Rental Supervisor · Automobile Leasing Supervisor · Bakery Manager · Branch Manager · Branch Store Manager and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.