is my job toast?
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PTEN
Career directoryUnited States / SOC 41-4012
Business · A PICTURE OF THE OCCUPATION

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

Sell manufacturers’ and wholesalers’ products to other businesses. This category excludes technical and scientific products.

Sources checked September 10, 2026
Observed AI exposure62.8%Anthropic · March 2026 study
Employment projection-0.9%2025–2035
Education typically neededHigh school diploma or equivalentBLS · 2025
01 / Overview

What the work looks like

  1. 01

    Answer customers' questions about products, prices, availability, product uses, and credit terms.

  2. 02

    Recommend products to customers, based on customers' needs and interests.

  3. 03

    Estimate or quote prices, credit or contract terms, warranties, and delivery dates.

  4. 04

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

  5. 05

    Prepare sales contracts and order forms.

An example of an output

A proposal connecting a customer need with product, pricing, terms and follow-up.

Editorial example, not a reported worker interview. Tools vary by employer.

Work environment

Distributors and manufacturers. Travel, targets and variable compensation may apply, depending on the employer.

O*NET® 31.0 ↗
02 / BLS

Pay & demand

Mean annual pay$82,530
Median annual pay$72,080

Mean is the arithmetic average; median is the midpoint of the wage distribution. National occupational figures are not starting-salary promises.

10th percentile$39,090
90th percentile$137,550

Percentiles describe the workforce distribution, not junior and senior salary bands. Excludes self-employed workers; see the source for coverage.

BLS · May 2025 · USD/year
People employed in 20251,279,400
Projected openings per year99,800

Includes replacement needs over 2025–2035. These are projections, not open job advertisements.

BLS · 2025–2035
03 / AI

AI & your work

Where AI can help

AI can prepare initial messages, account summaries and proposal drafts.

What still needs judgment

Negotiated terms, product fit and commitments need validation.

The task discussion is editorial interpretation. Only the exposure percentage is reproduced from the study; we do not assign percentages to individual tasks.

Anthropic · March 2026 study
You can also develop within this occupation

Use the exercise below to practice a real task, check AI outputs and identify where you need more depth. A career change is one option, not a requirement.

Simulate a discovery conversation and write a proposal with limits and decision criteria.

04 / Typical entry education

What entry usually requires

Education typically needed
High school diploma or equivalent
Related experience typically needed
None specified in BLS classification
Typical on-the-job training
Moderate-term on-the-job training

Typical requirements in BLS data, not universal hiring rules. Verify the employer’s requirements and any applicable credential or license.

BLS · 2025 ↗

Skills to build on

Negotiationlisteningproduct knowledgefollow-through

Tools you may encounter

CRM · product catalogs · spreadsheets and proposals

Editorial example, not a reported worker interview. Tools vary by employer.

05 / 2 paths to explore

Where you could go next

These are researched starting points, not personalized recommendations or promises of lower AI exposure. Check the destination’s requirements and your own circumstances.

06 / Explore the work before committing

Explore the work before committing

1

Try a practical task

Simulate a discovery conversation and write a proposal with limits and decision criteria.

2

Read real job requirements

Use the official occupation title below to search current listings. Check duties, location, experience and compensation. External search results have not been verified as active by this directory.

Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific ProductsSearch external job listings
3

Check your assumptions with someone doing the work

Ask which tasks take the most time, how AI changed the routine and what evidence of skill helped them enter. Compare their experience with the published data.

My Next Move ↗

Sources & data notes

Occupational descriptions adapt the O*NET® 31.0 Database, U.S. Department of Labor, Employment and Training Administration, under CC BY 4.0. Is my job toast? translated, shortened and supplemented the material. USDOL/ETA has not approved or endorsed these changes. CC BY 4.0 ↗