Evolving

Last Update: 2/17/2026

Your role’s AI Resilience Score is

38.7%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium-high

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

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.

This role is evolving

This career is labeled as "Evolving" because AI is increasingly automating routine tasks like drafting price quotes, managing customer lists, and answering simple inquiries, which can be done by software quickly and efficiently. However, there are still important opportunities for salespeople to focus on building relationships, negotiating deals, and solving complex problems that require human creativity and empathy.

Read full analysis

Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
More

Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
More

This role is evolving

This career is labeled as "Evolving" because AI is increasingly automating routine tasks like drafting price quotes, managing customer lists, and answering simple inquiries, which can be done by software quickly and efficiently. However, there are still important opportunities for salespeople to focus on building relationships, negotiating deals, and solving complex problems that require human creativity and empathy.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Evolving iconEvolving

48.0%

48.0%

Microsoft's Working with AI

AI Applicability

Learn about this score
Changing fast iconChanging fast

7.5%

7.5%

Anthropic's Economic Index

Changing fast iconChanging fast

19.2%

19.2%

Will Robots Take My Job

Automation Resilience

Learn about this score
Evolving iconEvolving

32.6%

32.6%

Medium Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

Learn about this score

Growth Rate (2024-34):

0.3%

Growth Percentile:

27.9%

Annual Openings:

114,800

Annual Openings Pct:

90.3%

Analysis of Current AI Resilience

Sales Reps, Wholesale

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Sales reps in wholesale/manufacturing already use some AI tools to speed up routine tasks. For example, AI-driven CRM and quoting software can automatically pull customer data and draft price quotes. McKinsey notes that generative-AI “copilots” are being used to parse complex customer questions and even generate draft proposals and bids [1] [1].

In one case an AI assistant produced $1.8 million in quotes for 45,000 customers in just four weeks [1]. Similarly, intelligent systems can scan large customer lists and suggest “next best” products or follow-ups, helping manage the long list of small accounts [1] [1]. Chatbots on websites are answering simple product or pricing questions around the clock.

However, many core tasks remain human-driven. McKinsey emphasizes that as AI takes on routine data work, salespeople will focus more on “emotional intelligence” and building trust [1]. In other words, while software can handle repetitive jobs like running credit checks or filling orders, people are still needed to negotiate deals, customize complex bids, and solve the tricky problems no algorithm can easily crack. (The U.S. Bureau of Labor Statistics notes that these sales jobs will grow only about 1% over the next decade [2], in large part because technology is changing how some tasks are done.)

Sources

Reveal More
AI Adoption

AI in the real world

Many wholesale firms are experimenting with AI but moving carefully. Specialty sales software now offers AI features – for instance, predictive tools that forecast demand or suggest up-sell opportunities – so the technology is commercially available. Some companies adopt it quickly when big gains are clear: a McKinsey survey found sales leaders expect AI to boost efficiency and top-line growth, with over 85% excited about its potential [1].

Moreover, automating routine work can save money: with sales reps earning roughly $67,000/year on average [2], a well-chosen AI tool could pay for itself if it replaces low-level tasks.

On the other hand, adoption can be slower when personal relationships matter or new tools are costly. McKinsey cautions that implementing AI isn’t just plug-and-play – companies need good data systems and careful planning, since big models alone are only “15 percent of the value” [1]. Because wholesale buyers often expect human contact and because using customer data raises privacy concerns, firms tend to introduce AI gradually.

In practice, many pilots focus on support roles (like helping with quotes or customer research) while leaving negotiations and problem-solving to people [1] [1]. In short, AI can greatly aid sales teams, but it’s being added as an assistant, not a replacement. Young salespeople should know that technical skills can help with routine parts of the job, but their creativity, empathy, and people skills will still be the most valuable asset [1] [1].

Sources

Reveal More
Career Village Logo

Help us improve this report.

Tell us if this analysis feels accurate or we missed something.

Share your feedback

Your Career Starts Here

Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Career Village Logo

Ask a pro on CareerVillage.org. Free career advice from more than 200,000 professionals.

More Career Info

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

Employment & Wage Data

Median Wage

$66,780

Jobs (2024)

1,310,500

Growth (2024-34)

+0.3%

Annual Openings

114,800

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

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

1

70% ResilienceSupplemental

Buy products from manufacturers or brokerage firms and distribute them to wholesale and retail clients.

2

65% ResilienceCore Task

Provide customers with product samples and catalogs.

3

60% ResilienceCore Task

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

4

60% ResilienceSupplemental

Train customers' employees to operate and maintain new equipment.

5

55% ResilienceCore Task

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

6

55% ResilienceSupplemental

Prepare sales contracts and order forms.

7

50% ResilienceCore Task

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

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.

AI Career Coach

© 2026 CareerVillage.org. All rights reserved.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

Built with ❤️ by Sandbox Web

The AI Resilience Report is governed by CareerVillage.org’s Privacy Policy and Terms of Service. This site is not affiliated with Anthropic, Microsoft, or any other data provider and doesn't necessarily represent their viewpoints. This site is being actively updated, and may sometimes contain errors or require improvement in wording or data. To report an error or request a change, please contact air@careervillage.org.