Somewhat Resilient

Last Update: 10/7/2026

AI Resilience Score for Parts Salespersons:

45.1%

Median Score

Meaningful human contribution

Low

Long-term employer demand

Med

Sustained economic opportunity

Med

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient parts salesperson 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 parts salespersons, 7 of 8 sources had data (only Anthropic was missing) and they largely agreed: Microsoft, Will Robots Take My Job, and OpenAI Signals all rated AI exposure as Low resilience, meaning AI can handle much of this work. That agreement keeps confidence at medium-high but pulls the score down, landing parts salespersons at "Somewhat Resilient."

AI Resilience Report forParts Salespersons

$38,630 median salary•30,000 annual openings•SOC Code: 41-2022.00

Parts Salespersons are somewhat less resilient to AI impacts than most occupations, according to our analysis of 7 sources.

Parts salesperson work is labeled "Somewhat Resilient" because AI is genuinely changing some of the most time-consuming parts of the job, like searching catalogs and matching parts to vehicles, but it is doing so as a helper rather than a replacement. Tools like AI-powered search and warehouse robots are taking over the repetitive lookup and fetching tasks, which means the job itself is shifting toward skills that machines still cannot replicate, like building trust with customers, using hands-on product knowledge, and making judgment calls when a situation gets complicated.

Learn more about how you can thrive in this position

This role is somewhat resilient

Parts salesperson work is labeled "Somewhat Resilient" because AI is genuinely changing some of the most time-consuming parts of the job, like searching catalogs and matching parts to vehicles, but it is doing so as a helper rather than a replacement. Tools like AI-powered search and warehouse robots are taking over the repetitive lookup and fetching tasks, which means the job itself is shifting toward skills that machines still cannot replicate, like building trust with customers, using hands-on product knowledge, and making judgment calls when a situation gets complicated.

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Analysis of current AI resilience

Parts Salespersons

Updated quarterly

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Latest AI news for Parts Salespersons

These articles highlight how AI is reshaping the role of parts salespersons rather than replacing them. For instance, AI enhances demand forecasting and optimizes pricing, allowing salespeople to focus on building relationships and providing tailored solutions. As automation handles routine tasks, parts salespersons can concentrate on delivering exceptional customer service. This evolution means that while some tasks may change, there is a significant opportunity for those in the field to adapt and thrive in an AI-enhanced environment, showcasing the resilience of this career path.

More Career Info

Career: Parts Salespersons

They help customers find and buy the right parts for their vehicles or equipment by understanding their needs and offering suitable options.

Employment & Wage Data

Median Wage

$38,630

Jobs (2025)

273,300

Growth (2025-35)

+3.0%

Annual Openings

30,000

Education

No formal educational credential

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

90% ResilienceCore Task

Repair parts or equipment.

2

88% ResilienceCore Task

Maintain and clean work and inventory areas.

3

80% ResilienceCore Task

Place new merchandise on display.

4

75% ResilienceCore Task

Pick up and deliver parts.

5

70% ResilienceCore Task

Demonstrate equipment to customers, and explain functioning of equipment.

6

65% ResilienceCore Task

Examine returned parts for defects, and exchange defective parts or refund money.

7

60% ResilienceCore Task

Measure parts, using precision measuring instruments, to determine whether similar parts may be machined to required sizes.

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.

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

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