Occupation baseline · Research consensus
Will AI replace Sales Managers?
Baseline AI displacement risk for Sales Managers, aggregated from 9 research sources.
What this score means
Sales Managers leans toward the safer end for Management. 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 sits close to the Management average of 37. Across the 9 sources behind this baseline, individual estimates run from 14 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 Sales Managers, most central first, showing 12 of 17.
- 01Oversee regional and local sales managers and their staffs.
- 02Resolve customer complaints regarding sales and service.
- 03Monitor customer preferences to determine focus of sales efforts.
- 04Confer with potential customers regarding equipment needs, and advise customers on types of equipment to purchase.
- 05Review operational records and reports to project sales and determine profitability.
- 06Plan and direct staffing, training, and performance evaluations to develop and control sales and service programs.
- 07Direct and coordinate activities involving sales of manufactured products, services, commodities, real estate, or other subjects of sale.
- 08Determine price schedules and discount rates.
- 09Prepare budgets and approve budget expenditures.
- 10Confer or consult with department heads to plan advertising services and to secure information on equipment and customer specifications.
- 11Visit franchised dealers to stimulate interest in establishment or expansion of leasing programs.
- 12Represent company at trade association meetings to promote products.
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 9 research sources that scored Sales Managers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Crashing Waves vs. Rising Tides: Preliminary Findings on AI Automation from Thousands of Worker Evaluations of Labor Market Tasks · 2026Mertens, Thompson et al., MIT FutureTech (2026)
- 03Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 04The AI Jobs Transition Framework: Mapping AI's Near-Term Impact on Jobs · 2026OpenAI Economic Research (2026)
- 05Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025International Labour Organization, Working Paper 140 (2025)
- 06Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 07GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 08AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
- 09Generative AI and the Future of Work in America · 2023McKinsey Global Institute (2023)
Common questions
- How likely is AI to replace Sales Managers?
- Published research puts Sales Managers at 39 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 9 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Sales Managers?
- Only partly. Individual estimates for Sales Managers run from 14 to 57 out of 100 across the 9 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which management roles face similar AI exposure?
- The closest published management roles to Sales Managers by score are Fundraising Managers (39/100), Human Resources Managers (39/100), and Regulatory Affairs Managers (39/100). Each has its own page with the research behind its number.
Also covers
AE · Account Executive · Account Manager · Area Sales Manager · BD Director (Business Development Director) · BD Executive (Business Development Executive) · BD Manager (Business Development Manager) · BDR 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
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More management occupations
- Personal Service Managers, All Other40/100
- Fundraising Managers39/100
- Human Resources Managers39/100
- Regulatory Affairs Managers39/100
- Gambling Managers38/100
- Managers, All Other38/100
- Medical and Health Services Managers38/100
- Property, Real Estate, and Community Association Managers38/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.