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Parts Salespersons

Sell spare and replacement parts and equipment in repair shop or parts store.

270,070 people do this job in the US. $38,630 a year.

now
20%

of the working time. Estimate.

Kinds of work
  • 20%
  • 7%
  • 74%
0%

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: 20% 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, 7%. With Claude Mythos Preview (early), measured in April 2026, 20%. Today's estimate: 20%.

0%10%20%30%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: 1% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 1% within reacho1, December 2024: 3% within reachClaude 3.7 Sonnet, February 2025: 7% within reacho3, April 2025: 15% within reachGPT-5, August 2025: 17% within reachGemini 3 Pro, November 2025: 18% within reachClaude Opus 4.5, November 2025: 18% within reachGPT-5.2, December 2025: 19% within reachClaude Opus 4.6, February 2026: 19% within reachClaude Mythos Preview (early), April 2026: 20% within reachToday (estimate), September 2026: 20% 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 . 19 tasks from .

TaskKind
Mark and store parts in stockrooms, according to prearranged systems.Done daily by most who do it. 10%38 min13 min to 1.7 hStays with people
Maintain and clean work and inventory areas.Done daily by most who do it. 9%25 min8 min to 50 minStays with people
Repair parts or equipment.Done more than weekly by most who do it. 9%1.3 h17 min to 5 hStays with people
Locate and label parts, and maintain inventory of stock.Done daily by most who do it. 8%25 min8 min to 1.3 hStays with people
Fill customer orders from stock, and place orders when requested items are out of stock.Done hourly or more by most who do it. 7%13 min4 min to 33 minStays with people
Receive and fill telephone orders for parts.Done hourly or more by most who do it. 6%10 min4 min to 25 minStays with people
Pick up and deliver parts.Done daily by most who do it. 6%38 min17 min to 1.3 hStays with people
Determine replacement parts required, according to inspections of old parts, customer requests, or customers' descriptions of malfunctions.Done hourly or more by most who do it. 6%13 min4 min to 33 minStays with people
Demonstrate equipment to customers, and explain functioning of equipment.Done daily by most who do it. 5%25 min8 min to 50 minStays with people
Manage shipments by researching shipping methods or costs and tracking packages.Done daily by most who do it. 4%21 min8 min to 38 min100%Half by now
Assist customers, such as responding to customer complaints and updating them about back-ordered parts.Done daily by most who do it. 4%13 min4 min to 25 min100%Half by now
Read catalogs, microfiche viewers, or computer displays to determine replacement part stock numbers and prices.Done hourly or more by most who do it. 4%7 min3 min to 21 min100%Half by now

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.