AI exposure Management
Will AI replace sales managers?
Sales Managers. US occupation 11-2022.
The reading
4.3%
of the time sales managers spend on their work goes on tasks where AI is already being used to do that work.of sales managers' working hours go on tasks AI has already started taking off their plate.
Ranked 267 of 756 US occupations. More exposed than 64% of them.Further along than 64% of them.
Per cent of working time Square-law scale
Average US job 7.7%
Around the middle of the pack.Keeping pace with the average job.
What AI already does for sales managersWhat sales managers no longer do alone
O*NET lists 17 tasks for sales managers. AI use at work shows up in 1 of them. Each score runs from 0.5, where every observed use helps a person with the task, to 1, where every use does the task outright.
- Resolve customer complaints regarding sales and service.Core task mostly automated 0.98
What it does not touch, yetWhat still needs a human
16 of the 17 tasks show no AI use at work in the data.
- Advise dealers and distributors on policies and operating procedures to ensure functional effectiveness of business.Core task
- Confer or consult with department heads to plan advertising services and to secure information on equipment and customer specifications.Core task
- Confer with potential customers regarding equipment needs, and advise customers on types of equipment to purchase.Core task
- Determine price schedules and discount rates.Core task
- Direct and coordinate activities involving sales of manufactured products, services, commodities, real estate, or other subjects of sale.Core task
- Direct clerical staff to keep records of export correspondence, bid requests, and credit collections, and to maintain current information on tariffs, licenses, and restrictions.Core task
Show the other 10
- Direct, coordinate, and review sales and service accounting and record-keeping, as well as receiving and shipping.Core task
- Monitor customer preferences to determine focus of sales efforts.Core task
- Oversee regional and local sales managers and their staffs.Core task
- Plan and direct staffing, training, and performance evaluations to develop and control sales and service programs.Core task
- Prepare budgets and approve budget expenditures.Core task
- Represent company at trade association meetings to promote products.Core task
- Review operational records and reports to project sales and determine profitability.Core task
- Visit franchised dealers to stimulate interest in establishment or expansion of leasing programs.Core task
- Assess marketing potential of new and existing store locations, considering statistics and expenditures.
- Direct foreign sales and service outlets of an organization.
How that compares
Among the 35 management occupations, sales managers rank 21. The group averages 9.8%, and its most exposed job is Financial Managers at 39.1%. The average US occupation sits at 7.7%.
Level with 4.3%
- 267Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders 4.3%
- 267Financial Examiners 4.3%
- 267Geoscientists, Except Hydrologists and Geographers 4.3%
Just below
What this does and does not mean
Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.
A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.
Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.