Skip to content
AI Job Risk

Occupation baseline · Research consensus

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

Transitioning

Baseline AI displacement risk for First-Line Supervisors of Non-Retail Sales Workers, aggregated from 6 research sources.

What this score means

First-Line Supervisors of Non-Retail Sales Workers sits in the middle of the exposure range for Sales & Marketing. Routine parts of the job are starting to automate, but much of it still depends on judgment, relationships, and context that today's models handle poorly. At 47 out of 100 it scores 3 points below the Sales & Marketing average of 50. Across the 6 sources behind this baseline, individual estimates run from 37 to 57, 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 Non-Retail Sales Workers, most central first, showing 12 of 18.

  • 01Monitor sales staff performance to ensure that goals are met.
  • 02Provide staff with assistance in performing difficult or complicated duties.
  • 03Direct and supervise employees engaged in sales, inventory-taking, reconciling cash receipts, or performing specific services.
  • 04Listen to and resolve customer complaints regarding services, products, or personnel.
  • 05Keep records pertaining to purchases, sales, and requisitions.
  • 06Hire, train, and evaluate personnel.
  • 07Confer with company officials to develop methods and procedures to increase sales, expand markets, and promote business.
  • 08Plan and prepare work schedules, and assign employees to specific duties.
  • 09Attend company meetings to exchange product information and coordinate work activities with other departments.
  • 10Visit retailers and sales representatives to promote products and gather information.
  • 11Formulate pricing policies on merchandise according to profitability requirements.
  • 12Prepare sales and inventory reports for management and budget departments.

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 6 research sources that scored First-Line Supervisors of Non-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 Non-Retail Sales Workers?
Published research puts First-Line Supervisors of Non-Retail Sales Workers at 47 out of 100 for AI displacement risk, in the transitioning band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for First-Line Supervisors of Non-Retail Sales Workers?
Only partly. Individual estimates for First-Line Supervisors of Non-Retail Sales Workers run from 37 to 57 out of 100 across the 6 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 Non-Retail Sales Workers by score are Real Estate Brokers (47/100), Cashiers (48/100), and Retail Salespersons (49/100). Each has its own page with the research behind its number.

Also covers

Advertising Material Distributors Supervisor · Blood Donor Recruiter Supervisor · Bowling Desk Clerk Supervisor · Bulk Plant Supervisor · Circulation Crew Leader · Client Service Supervisor · Customer Service Department Supervisor · Customer Service Supervisor and related titles

Estimated displacement window

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

Your number is not the baseline

Seniority, sector, and how much of your day is routine all shift the score. Answer a few questions and get your personal risk score free, no signup.

Get my personal score

Free · No credit card · No signup

More sales & marketing occupations

All sales & marketing occupations

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