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Packaging and Filling Machine Operators and Tenders

Operate or tend machines to prepare industrial or consumer products for storage or shipment. Includes cannery workers who pack food products.

379,060 people do this job in the US. $43,220 a year.

now
2%

of the working time. Estimate.

Kinds of work
  • 2%
  • 0%
  • 98%
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: 2% 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, 2%. Today's estimate: 2%.

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

TaskKind
Tend or operate machine that packages product.Done hourly or more by most who do it. 15%50 min25 min to 1.7 hStays with people
Stack finished packaged items, or wrap protective material around each item, and pack the items in cartons or containers.Done hourly or more by most who do it. 9%17 min4 min to 42 minStays with people
Package the product in the form in which it will be sent out, for example, filling bags with flour from a chute or spout.Done daily by most who do it. 7%17 min4 min to 58 minStays with people
Sort, grade, weigh, and inspect products, verifying and adjusting product weight or measurement to meet specifications.Done hourly or more by most who do it. 6%13 min4 min to 33 minStays with people
Clean, oil, and make minor adjustments or repairs to machinery and equipment, such as opening valves or setting guides.Done several times a day by most who do it. 6%25 min8 min to 42 minStays with people
Observe machine operations to ensure quality and conformity of filled or packaged products to standards.Done hourly or more by most who do it. 6%13 min4 min to 50 minStays with people
Supply materials to spindles, conveyors, hoppers, or other feeding devices and unload packaged product.Done daily by most who do it. 6%17 min8 min to 38 minStays with people
Inspect and remove defective products and packaging material.Done daily by most who do it. 5%13 min4 min to 25 minStays with people
Stock and sort product for packaging or filling machine operation, and replenish packaging supplies, such as wrapping paper, plastic sheet, boxes, cartons, glue, ink, or labels.Done daily by most who do it. 5%17 min8 min to 38 minStays with people
Clean and remove damaged or otherwise inferior materials to prepare raw products for processing.Done daily by most who do it. 5%17 min8 min to 38 minStays with people
Remove finished packaged items from machine and separate rejected items.Done daily by most who do it. 5%13 min4 min to 21 minStays with people
Monitor the production line, watching for problems such as pile-ups, jams, or glue that isn't sticking properly.Done daily by most who do it. 5%13 min4 min to 38 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).