Somewhat Resilient

Last Update: 8/30/2026

AI Resilience Score for Sales and Related Workers:

42.7%

Median Score

Meaningful human contribution

Low

Long-term employer demand

Med

Sustained economic opportunity

Med

Our confidence in this score:
Low-medium

Contributing sources

Methodology and Scoring Rationale

To score how resilient sales and related work 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 sales and related workers, only three of the eight sources had data, which is why confidence sits at low-medium. The one AI exposure source, our AI Resilience Model, rated resilience Low, signaling AI can handle much of this work. Steady hiring and mid-range pay kept demand and economic scores at Medium, landing the role at "Somewhat Resilient."

AI Resilience Report forSales and Related Workers, All Other

$48,280 median salary13,100 annual openingsSOC Code: 41-9099.00

Sales and Related Workers, All Other are somewhat less resilient to AI impacts than most occupations, according to our analysis of 3 sources.

Sales and Related Workers are labeled "Somewhat Resilient" because AI is genuinely changing how this job works, even if it is not replacing salespeople outright. Tools are already taking over the busy work (like searching, drafting emails, and administrative tasks), which means the roughly 72% of time reps used to spend on that kind of work is shifting fast.

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This role is somewhat resilient

Sales and Related Workers are labeled "Somewhat Resilient" because AI is genuinely changing how this job works, even if it is not replacing salespeople outright. Tools are already taking over the busy work (like searching, drafting emails, and administrative tasks), which means the roughly 72% of time reps used to spend on that kind of work is shifting fast.

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Analysis of Current AI Resilience

Sales and Related Workers

Updated Quarterly

Analysis
Suggested Actions
State of Automation

How is AI changing Sales and Related Workers jobs?

If you're a sales worker (or thinking about becoming one), the good news is that AI is mostly showing up as a helper rather than a replacement — at least for now. According to a July 2026 McKinsey report on B2B sales [1], AI agents can take on more of the searching, synthesizing, drafting, and administrative work, while sellers focus on relationship building, problem solving, and judgment-rich customer conversations. Trade publication Selling Power [2] recently profiled a new AI-native sales platform whose founder argues "It should be our assistant and not replacing us" — noting that reps spend roughly 72% of their time on busy work and less than 30% selling, which is exactly the gap AI is being pointed at.

Retail leaders interviewed by the National Retail Federation [3] echo this, predicting technology will "unlock a lot of humanity" by removing administrative burdens and enabling recruiters to focus on relationships and candidate experience.

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AI Adoption

How fast is AI adoption growing for Sales and Related Workers?

Adoption is moving fast because tools are cheap and widely available — the same Selling Power piece notes new AI-native systems promise up to 80% lower costs than legacy systems. Goldman Sachs research [4] warns that entry-level workers in their 20s and 30s, coming into the knowledge and content creation sectors, are likely to be most affected by new deployments of AI, so early-career sales roles heavy on scripted outreach face pressure. Still, the U.S. Bureau of Labor Statistics [5] projects growth for sales engineers through 2034, while declines are concentrated in procurement clerks; credit authorizers, checkers, and clerks; legal secretaries and administrative assistants; and customer service representatives — showing that human trust-building sales work is harder to automate than paperwork jobs.

Focus on empathy, judgment, and relationship skills, and you'll stay valuable.

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Will AI replace Sales and Related Workers?

Will AI replace Sales and Related Workers?

Not entirely. We think AI will take over some tasks, but not the whole job.

Our 42.7% AI Resilience Score puts this career in real-pressure territory. The honest picture is that a meaningful chunk of daily sales work, things like scripted outreach, research, drafting, and administrative follow-up, is already being handed off to AI tools. One industry founder noted that reps spend roughly 72% of their time on busy work and less than 30% actually selling, and that is exactly the gap AI is being built to close [2]. Early-career workers in entry-level roles heavy on routine contact face the most immediate pressure [4].

What stays human is the part that matters most: trust, judgment, and relationship-building. McKinsey research on B2B sales finds that AI agents handle the searching and synthesizing while sellers focus on problem solving and nuanced customer conversations [1]. Retail leaders describe AI as something that will "unlock a lot of humanity" by clearing away administrative noise [3].

The job market picture is mixed but not bleak. Declines are concentrated in paperwork-heavy roles, while sales work that requires genuine human connection holds steadier ground [5]. Lean into empathy and adaptability, and you stay relevant.

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Latest AI news for Sales and Related Workers

These articles highlight the impact of AI on job opportunities for sales workers, with studies showing rising unemployment in the sector. For instance, a Taub Center report links AI to an 18% increase in job losses among sales roles. Additionally, as AI reshapes the career ladder, entry-level positions may diminish, creating a more competitive landscape. However, by developing AI-related skills and adaptability, students can enhance their resilience in this evolving job market, positioning themselves for success in a technology-driven future.

More Career Info

Career: Sales and Related Workers, All Other

They help sell products or services by talking to customers, answering questions, and ensuring they find what they need.

Employment & Wage Data

Median Wage

$48,280

Jobs (2025)

115,300

Growth (2025-35)

+1.1%

Annual Openings

13,100

Education

High school diploma or equivalent

Experience

None

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

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