Somewhat Resilient

Last Update: 10/7/2026

AI Resilience Score for Sales Reps, Wholesale:

36.2%

Median Score

Meaningful human contribution

Low

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:
High

Methodology and Scoring Rationale

To score how resilient wholesale and manufacturing sales is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For wholesale and manufacturing sales reps, all eight sources had data, and confidence is high. Four of five AI exposure sources rated this role Low on resilience, with only Will Robots Take My Job landing at Medium, showing rare agreement that AI can handle much of this work. A Medium demand outlook couldn't offset weak economic signals, leaving the score at "Somewhat Resilient."

AI Resilience Report forSales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products

$72,080 median salary•99,800 annual openings•SOC Code: 41-4012.00

Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products are somewhat less resilient to AI impacts than most occupations, according to our analysis of 8 sources.

This career sits in the "Somewhat Resilient" category because AI is genuinely changing the day-to-day work, even if it is not wiping out the job entirely. A big chunk of what sales reps used to spend their time on, things like filling out order forms, writing follow-up emails, and looking up catalog information, is being automated quickly, which means the "order-taker" version of this role is shrinking.

Learn more about how you can thrive in this position

This role is somewhat resilient

This career sits in the "Somewhat Resilient" category because AI is genuinely changing the day-to-day work, even if it is not wiping out the job entirely. A big chunk of what sales reps used to spend their time on, things like filling out order forms, writing follow-up emails, and looking up catalog information, is being automated quickly, which means the "order-taker" version of this role is shrinking.

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Analysis of current AI resilience

Sales Reps, Wholesale

Updated quarterly

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Latest AI news for Sales Reps, Wholesale

These articles highlight how AI is reshaping the role of sales representatives in wholesale and manufacturing. For instance, the piece on AI in manufacturing sales reps shows how technology automates repetitive tasks, allowing reps to focus on building relationships. Meanwhile, the AI job risk check discusses the potential for AI to generate price quotes and draft sales, indicating a shift in job responsibilities. Embracing AI can enhance skills and adaptability, fostering resilience in a changing job market. Understanding these trends will be crucial for future success in this career path.

More Career Info

Career: Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products

They sell products to businesses, helping them choose the right items and making deals to ensure both the buyer and seller are happy.

Employment & Wage Data

Median Wage

$72,080

Jobs (2025)

1,279,400

Growth (2025-35)

-0.9%

Annual Openings

99,800

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

82% ResilienceSupplemental

Negotiate details of contracts and payments.

2

80% ResilienceSupplemental

Negotiate with retail merchants to improve product exposure, such as shelf positioning and advertising.

3

75% ResilienceCore Task

Consult with clients after sales or contract signings to resolve problems and to provide ongoing support.

4

72% ResilienceCore Task

Contact regular and prospective customers to demonstrate products, explain product features, and solicit orders.

5

65% ResilienceSupplemental

Arrange and direct delivery and installation of products and equipment.

6

60% ResilienceSupplemental

Plan, assemble, and stock product displays in retail stores, or make recommendations to retailers regarding product displays, promotional programs, and advertising.

7

58% ResilienceSupplemental

Prepare drawings, estimates, and bids that meet specific customer needs.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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