Skip to content
STRATUSWORKFORCE SCAN
Menu

Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products

Sell goods for wholesalers or manufacturers where technical or scientific knowledge is required in such areas as biology, engineering, chemistry, and electronics, normally obtained from at least 2 years of postsecondary education.

284,800 people do this job in the US. $104,920 a year.

now
47%

of the working time. Estimate.

Kinds of work
  • 60%
  • 16%
  • 24%
27%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 60% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 1%. With Claude Mythos Preview (early), measured in April 2026, 41%. Today's estimate: 47%.

0%25%50%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 1% within reacho3, April 2025: 8% within reachGPT-5, August 2025: 11% within reachGemini 3 Pro, November 2025: 17% within reachClaude Opus 4.5, November 2025: 17% within reachGPT-5.2, December 2025: 21% within reachClaude Opus 4.6, February 2026: 22% within reachClaude Mythos Preview (early), April 2026: 41% within reachToday (estimate), September 2026: 47% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 33 tasks from .

TaskKind
Prepare sales presentations or proposals to explain product specifications or applications.Done daily by most who do it. AI observed on this task.11%2.5 h50 min to 1 work day40%Half by Dec 2026
Visit establishments to evaluate needs or to promote product or service sales.Done daily by most who do it. 9%1.7 h50 min to 4.2 hStays with people
Compute customer's installation or production costs and estimate savings from new services, products, or equipment.Done daily by most who do it. 9%1.7 h38 min to 5 h66%Half by now
Identify prospective customers, using business directories, leads from existing clients, participation in organizations, or trade show or conference attendance.Done daily by most who do it. AI observed on this task.7%1.3 h25 min to 3.3 hStays with people
Negotiate prices or terms of sales or service agreements.Done several times a day by most who do it. AI observed on this task.6%50 min25 min to 3.3 hStays with people
Emphasize product features, based on analyses of customers' needs and on technical knowledge of product capabilities and limitations.Done daily by most who do it. 5%50 min17 min to 1.7 h96%Half by now
Demonstrate the operation or use of technical or scientific products.Done more than weekly by most who do it.4%1.3 h25 min to 3.3 hStays with people
Prepare and submit sales contracts for orders.Done daily by most who do it. AI observed on this task.4%38 min17 min to 1.7 h98%Half by now
Quote prices, credit terms, or other bid specifications.Done several times a day by most who do it. 4%25 min13 min to 1.3 h100%Half by now
Select or assist customers in selecting products based on customer needs, product specifications, and applicable regulations.Done daily by most who do it. AI observed on this task.4%50 min17 min to 2.5 h87%Half by now
Contact new or existing customers to discuss how specific products or services can meet their needs.Done daily by most who do it. AI observed on this task.4%38 min13 min to 1.3 h98%Half by now
Advise customers on product usage to improve production.Done daily by most who do it. 3%1.1 h25 min to 2.5 hStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.