Photographic Process Workers and Processing Machine Operators
In short: today's best AI models could do about 14% of this job's working time (projected from METR's April 2026 measurement and Epoch's November 2026 index) if the work were set up for them, and about the same by the end of 2028 if progress keeps its long-run pace. The people and hands-on work, about 86% of the time, stays with people.
Perform work involved in developing and processing photographic images from film or digital media. May perform precision tasks such as editing photographic negatives and prints.
4,800 people do this job in the US. $40,610 a year.
A typical 40-hour week
Not yet reviewed task by task- AI could take on6 h
- A person checks AI's work0 h
- Desk work AI can't do yet0 h
- Stays with people34 h
Photographic Process Workers and Processing Machine Operators, now: of a 40-hour week, AI could take on 6 hours, 0 hours become checking its work, 0 hours are desk work it can't do yet, and 34 hours stay with people.
The largest pieces: Review computer-processed digital images for quality (about 2 h); Select digital images for printing, specify number of images to be printed, and direct to printer, using computer software (about 2 h); Maintain records, such as quantities or types of processing completed, materials used, or customer charges (under an hour).
Estimates for a typical week of this job, if progress keeps its long-run pace, counting work the best models finish four times in five. Every task is below.
of the working time. Now is projected from METR's April 2026 measurement and Epoch's November 2026 index.
- 14%
- 0%
- 86%
of the work: Anthropic's measure of what people already bring to Claude at work (2025). It counts help with part of a task, so it can be higher than the share within reach.
On the chosen pace and reliability. Estimate.
Share of the working time within reach, now to 2030
Change assumptionsHide assumptionsLong-run pace, four in five
What each choice means: , , , , . Every pace starts from .
At this date and pace, models finish tasks up to 2.4 work days 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, 2%. With Claude Mythos Preview (early), measured in April 2026, 14%. Today's estimate: 14%.
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.
Measured use over time
Of the Claude.ai conversations Anthropic sampled and tied to a work task, no reportable share went to this job's tasks in May 2026; 0 of its 27 tasks showed up. Within each of Anthropic's methods, never across a change: 0.011% to 0.06% (released February and March 2025); 0.016% to 0.016% (August 2025 to February 2026).
Each release
| Conversations | Share | Rank | Tasks seen |
|---|---|---|---|
| Released February 2025 | 0.011% | 517 of 708 | 1 of 27 |
| Released March 2025 | 0.06% | 239 of 703 | 2 of 27 |
| The week of Aug 4, 2025 (released September 2025) | 0.016% | 391 of 655 | 1 of 27 |
| The week of Nov 13, 2025 (released January 2026) | 0.014% | 434 of 672 | 1 of 27 |
| The week of Feb 5, 2026 (released March 2026) | 0.016% | 432 of 677 | 1 of 27 |
| April 2026 (released June 2026) | none | n/a | 0 of 27 |
| May 2026 (released June 2026) | none | n/a | 0 of 27 |
Measured, not estimated: Anthropic's samples of Claude.ai conversations, each tied by a model to an O*NET task, from the Anthropic Economic Index. It says where Claude's use goes, not how much of this job's working time it covers, so it is not on the same scale as the reach above. The releases differ in their sample, their classifier and the smallest share they report (the June 2026 file rounds each task to a hundredth of a percent, so a smaller task reads as none), which is why a change of method starts a new line. At least 96% of each older release's task-tied use matched this site's tasks, and all of the newest. Claude.ai only, so use through other tools and other companies' models is not in it. Every job ranked.
Robots and the physical work
Anthropic rates 71% of this job's working time as physical work. For 69% of the working time, a robot has been shown doing most of the task somewhere: 43% in a purpose-built cell, 26% in a structured facility. 0.94 of 3, the 151st highest of the 923 jobs.
- Not physical 29%
- No robot shown 3%
- In a purpose-built cell 43%
- In a structured facility 26%
Anthropic's rating, not this site's estimate: Claude Opus 5, searching the web, rated each physical O*NET task by the kind of setting in which a robot it could cite (deployed, sold or demonstrated) does most of the task, weighted by its own estimate of each task's share of the time (What work can robots do?, September 30, 2026, data CC BY 4.0; every job ranked). A robot shown somewhere is not a robot in your building: cost, setup and safety decide that. The share within reach on this page still counts no body work. The robot behind each rated task is under the task below.
The tasks
Sorted by . 27 tasks from .
| Task | Kind | |||
|---|---|---|---|---|
| Produce color or black-and-white photographs, negatives, or slides, applying standard photographic reproduction techniques and procedures.Done hourly or more by most who do it. Robots: in a structured facility, Kodak Moments Kiosk / Self-Service Print Station (SPS) (deployed). Anthropic's rating. | 17% | 1.3 h17 min to 2.5 h | Stays with people | |
| Operate special equipment to perform tasks such as transferring film to videotape or producing photographic enlargements.Done daily by most who do it. Robots: in a purpose-built cell, Fujifilm Frontier DL600 / DL650 Dry Minilab (deployed). Anthropic's rating. | 10% | 1.1 h17 min to 2.1 h | Stays with people | |
| Create prints according to customer specifications and laboratory protocols.Done hourly or more by most who do it. Robots: in a structured facility, Kodak Moments self-service photo kiosks / APEX dry lab (deployed). Anthropic's rating. | 8% | 25 min8 min to 1.7 h | Stays with people | |
| Operate scanners or related computer equipment to digitize negatives, photographic prints, or other images.Done hourly or more by most who do it. Robots: in a purpose-built cell, Pacific Image PowerFilm Plus (sold). Anthropic's rating. | 6% | 25 min8 min to 1.3 h | Stays with people | |
| Reprint originals for enlargement or in sections to be pieced together.Done more than weekly by most who do it. Robots: in a structured facility, KODAK Picture Kiosk G20 (Kodak Moments kiosk with print scanner and 6850/8810 printers) (deployed). Anthropic's rating. | 6% | 50 min13 min to 1.7 h | Stays with people | |
| Produce timed prints with separate densities or color settings for each scene of a production.Done hourly or more by most who do it.Robots: in a structured facility, FUJIFILM Frontier DL650 / DL650 PRO dry minilab (Image Intelligence) (sold). Anthropic's rating. | 6% | 1.7 h25 min to 3.3 h | Stays with people | |
| Review computer-processed digital images for quality.Done hourly or more by most who do it. | 5% | 17 min4 min to 33 min | 100%Half by now | |
| Select digital images for printing, specify number of images to be printed, and direct to printer, using computer software.Done hourly or more by most who do it. | 5% | 13 min4 min to 33 min | 100%Half by now | |
| Examine developed prints for defects, such as broken lines, spots, or blurs.Done hourly or more by most who do it. Robots: in a purpose-built cell, Canon Inspection Unit / Inspection Unit-C1 (imagePRESS V series) (sold). Anthropic's rating. | 4% | 17 min4 min to 33 min | Stays with people | |
| Immerse film, negatives, paper, or prints in developing solutions, fixing solutions, and water to complete photographic development processes.Done daily by most who do it.Robots: in a purpose-built cell, Colenta Dip & Dunk RoboLine 9T Universal Film Processor (sold). Anthropic's rating. | 3% | 38 min8 min to 1.3 h | Stays with people | |
| Load digital images onto computers directly from cameras or from storage devices, such as flash memory cards or universal serial bus (USB) devices.Done several times a day by most who do it. Robots: in a purpose-built cell, Acronova Nimbie USB Plus (NB21) disc autoloader (sold). Anthropic's rating. | 3% | 13 min4 min to 33 min | Stays with people | |
| Insert processed negatives and prints into envelopes for delivery to customers.Done hourly or more by most who do it. Robots: in a purpose-built cell, Quadient folder inserters (DS-64i, DS-700 iQ, DS-1200 G5iQ) (sold). Anthropic's rating. | 3% | 13 min4 min to 33 min | Stays 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.
- Prepress Technicians and Workers77% now, 77% by 2028
- Camera and Photographic Equipment Repairers7% now, 7% by 2028
- Printing Press Operators18% now, 18% by 2028
- Etchers and Engravers21% now, 21% by 2028
- Office Machine Operators, Except Computer11% now, 11% by 2028
- Painting, Coating, and Decorating Workers0% now, 0% by 2028
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).
Questions about this job
- How much of the work of Photographic Process Workers and Processing Machine Operators is within reach of AI now?
- An estimated 14% of the working time is within reach of AI models now and 14% by the end of 2028, on METR's long-run pace at four in five. Within reach means a model could finish work that long at that reliability. It is not a forecast of jobs lost or of savings.
- Which tasks of Photographic Process Workers and Processing Machine Operators come within reach first?
- Weighted by the time each takes, the tasks with the most within reach now (projected from METR's April 2026 measurement and Epoch's November 2026 index) are: Review computer-processed digital images for quality (100% of the task's time now); Select digital images for printing, specify number of images to be printed, and direct to printer, using computer software (100% of the task's time now); and Maintain records, such as quantities or types of processing completed, materials used, or customer charges (100% of the task's time now).
- Which tasks of Photographic Process Workers and Processing Machine Operators stay with people?
- Tasks that are people work or body work are not counted as within reach at any date. The largest: Produce color or black-and-white photographs, negatives, or slides, applying standard photographic reproduction techniques and procedures; Operate special equipment to perform tasks such as transferring film to videotape or producing photographic enlargements; and Create prints according to customer specifications and laboratory protocols. Together such tasks are about 86% of the working time.
- Do people already use AI for the work of Photographic Process Workers and Processing Machine Operators?
- In the Claude.ai conversations Anthropic sampled for May 2026, no reportable share went to this job's tasks. Anthropic's labor market measure puts the share of the job's tasks seen in real Claude use at work at 1%. These are measures of use, not of how much of the work AI could finish, and they cover Claude only.
- Can robots do the physical work of Photographic Process Workers and Processing Machine Operators?
- Anthropic's robot exposure rating (September 2026) finds 71% of the working time is physical work, and that a robot has been shown doing most of the task, somewhere, for 69% of the working time, 26% in a structured facility. Its index is 0.94 of 3. One example: Kodak Moments Kiosk / Self-Service Print Station (SPS) for "produce color or black-and-white photographs, negatives, or slides, applying standard photographic reproduction techniques and procedures". A robot shown somewhere is not one in every workplace; this site's own estimates still count no physical work as within reach.
- How is this estimated?
- From the 27 tasks O*NET lists for the occupation, each with an estimated length checked against GDPval and a share of the working time, each classed as desk, people or body work, and METR's measurements of how long a task the best AI models can finish, carried forward to the date from the latest, Claude Mythos Preview (early) in April 2026. Data checked November 10, 2026.
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