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Laborers and Freight, Stock, and Material Movers, Hand

Manually move freight, stock, luggage, or other materials, or perform other general labor. Includes all manual laborers not elsewhere classified.

2,950,280 people do this job in the US. $40,240 a year.

now
11%

of the working time. Estimate.

Kinds of work
  • 11%
  • 0%
  • 89%
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: 11% 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, 4%. With Claude Mythos Preview (early), measured in April 2026, 11%. Today's estimate: 11%.

0%5%10%15%20%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: 2% within reachClaude 3.7 Sonnet, February 2025: 4% within reacho3, April 2025: 9% within reachGPT-5, August 2025: 10% within reachGemini 3 Pro, November 2025: 11% within reachClaude Opus 4.5, November 2025: 11% within reachGPT-5.2, December 2025: 11% within reachClaude Opus 4.6, February 2026: 11% within reachClaude Mythos Preview (early), April 2026: 11% within reachToday (estimate), September 2026: 11% 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 . 13 tasks from .

TaskKind
Maintain equipment storage areas to ensure that inventory is protected.Done daily by most who do it. 25%38 min17 min to 1.7 hStays with people
Move freight, stock, or other materials to and from storage or production areas, loading docks, delivery vehicles, ships, or containers, by hand or using trucks, tractors, or other equipment.Done daily by most who do it. 21%25 min8 min to 1.3 hStays with people
Install protective devices, such as bracing, padding, or strapping, to prevent shifting or damage to items being transported.Done hourly or more by most who do it.16%21 min8 min to 38 minStays with people
Sort cargo before loading and unloading.Done daily by most who do it.10%25 min8 min to 50 minStays with people
Record numbers of units handled or moved, using daily production sheets or work tickets.Done daily by most who do it.7%13 min4 min to 21 min100%Half by now
Read work orders or receive oral instructions to determine work assignments or material or equipment needs.Done daily by most who do it. 5%7 min3 min to 13 min100%Half by now
Assemble product containers or crates, using hand tools and precut lumber.Done daily by most who do it.4%42 min17 min to 1.3 hStays with people
Adjust controls to guide, position, or move equipment, such as cranes, booms, or cameras.Done more than monthly by most who do it.3%17 min4 min to 38 minStays with people
Attach identifying tags to containers or mark them with identifying information.Done daily by most who do it.3%10 min4 min to 17 minStays with people
Pack containers and re-pack damaged containers.Done daily by most who do it.3%33 min13 min to 58 minStays with people
Carry needed tools or supplies from storage or trucks and return them after use.Done more than weekly by most who do it.2%10 min4 min to 17 minStays with people
Attach slings, hooks, or other devices to lift cargo and guide loads.Done more than monthly by most who do it.2%15 min4 min to 25 minStays 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.

Where this job works

The industry groups that employ the most of it (BLS, May 2025).

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025).