AI exposure: Photographic Process Workers and Processing Machine Operators
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.
Reading this score
computedAt 31.0% of weighted task load, Photographic Process Workers and Processing Machine Operators sits at the 54th percentile, below the point where a job's centre of gravity has moved. 59.3% of what this role does is untouched, meaning current systems cannot produce that work at all, whatever the commercial incentive.
What holds the line here is embodiment. Across this occupation's 27 tasks it averages 2.33 out of 3, the highest of the five friction dimensions. In plain terms, the work has to happen in physical space. A language model cannot move matter. Until the robotics to do this work is both good enough and cheap enough to deploy widely, capability in software does not reach it.
The most exposed thing this job does is Select digital images for printing, specify number of images to be printed, and direct to..., at 93.3%. The least is Splice broken or separated film and mount film on reels, at 0.0%. A gap of 93.3% between two parts of the same job is the reason this index publishes at task level. An occupation-wide number would have hidden both.
Within production occupations, this one is more exposed than most. The median across the 107 roles in the group is 16.1%, and only 3 of them score higher than this. Occupational families are not uniform, and the spread inside them is often wider than the gap between them.
What would move this score. Of 27 tasks, 11 are currently banded exposed, 0 assisted and 16 untouched. For that distribution to shift materially would take robotics cheap and reliable enough to deploy at scale, not a better language model. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Where the score comes from
judgedEvery task is scored through the standardised work activities it maps to. These are this occupation’s averages on the six rubric dimensions. Capability is what AI can do; the other five are what stands in the way.
| Dimension | Mean | Scale |
|---|---|---|
| Capability | 1.52 | 0-4 |
| Embodiment | 2.33 | 0-3 |
| Presence | 0.17 | 0-3 |
| Accountability | 0.26 | 0-3 |
| Context | 0.96 | 0-3 |
| Verification cost | 0.72 | 0-3 |
Task by task
27 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Select digital images for printing, specify number of images to be printed, and direct to printer, using computer software. | 93.3% | 6.7% | 0.0% | 4.65 | exposed |
| Load digital images onto computers directly from cameras or from storage devices, such as flash memory cards or universal serial bus (USB) devices. | 93.3% | 6.7% | 0.0% | 4.23 | exposed |
| Upload digital images onto Web sites for customers. | 93.3% | 6.7% | 0.0% | 3.64 | exposed |
| Maintain records, such as quantities or types of processing completed, materials used, or customer charges. | 73.3% | 26.7% | 0.0% | 3.59 | exposed |
| Read work orders to determine required processes, techniques, materials, or equipment. | 41.7% | 20.8% | 37.5% | 4.14 | exposed |
| Retouch photographic negatives or original prints to correct defects. | 40.0% | 10.0% | 50.0% | 2.97 | exposed |
| Review computer-processed digital images for quality. | 36.7% | 13.3% | 50.0% | 4.41 | exposed |
| Examine developed prints for defects, such as broken lines, spots, or blurs. | 36.7% | 13.3% | 50.0% | 4.16 | exposed |
| Examine quality of film fades or dissolves for potential color corrections, using color analyzers. | 36.7% | 13.3% | 50.0% | 3.93 | exposed |
| Examine drawings, negatives, or photographic prints to determine coloring, shading, accenting, or other changes required for retouching or restoration. | 36.7% | 13.3% | 50.0% | 3.81 | exposed |
| Monitor equipment operation to detect malfunctions. | 26.7% | 23.3% | 50.0% | 3.86 | exposed |
| Immerse film, negatives, paper, or prints in developing solutions, fixing solutions, and water to complete photographic development processes. | 18.3% | 6.7% | 75.0% | 4.04 | untouched |
| Create prints according to customer specifications and laboratory protocols. | 16.7% | 8.3% | 75.0% | 4.55 | untouched |
| Produce color or black-and-white photographs, negatives, or slides, applying standard photographic reproduction techniques and procedures. | 16.7% | 8.3% | 75.0% | 4.51 | untouched |
| Set or adjust machine controls, according to specifications, type of operation, or material requirements. | 16.7% | 8.3% | 75.0% | 4.44 | untouched |
| Insert processed negatives and prints into envelopes for delivery to customers. | 16.7% | 8.3% | 75.0% | 3.93 | untouched |
| Reprint originals for enlargement or in sections to be pieced together. | 16.7% | 8.3% | 75.0% | 3.91 | untouched |
| Thread filmstrips through densitometers or sensitometers and expose film to light to determine density of film, necessary color corrections, or light sensitivity. | 16.7% | 8.3% | 75.0% | 3.89 | untouched |
| Produce timed prints with separate densities or color settings for each scene of a production. | 16.7% | 8.3% | 75.0% | 3.45 | untouched |
| Operate scanners or related computer equipment to digitize negatives, photographic prints, or other images. | 13.3% | 11.7% | 75.0% | 4.36 | untouched |
| Operate special equipment to perform tasks such as transferring film to videotape or producing photographic enlargements. | 13.3% | 11.7% | 75.0% | 4.21 | untouched |
| Clean or maintain photoprocessing or darkroom equipment, using ultrasonic equipment or cleaning and rinsing solutions. | 6.7% | 5.8% | 87.5% | 3.90 | untouched |
| Fill tanks of processing machines with solutions such as developer, dyes, stop-baths, fixers, bleaches, or washes. | 0.0% | 0.0% | 100.0% | 4.33 | untouched |
| Measure and mix chemicals to prepare solutions for processing, according to formulas. | 0.0% | 0.0% | 100.0% | 4.26 | untouched |
| Load circuit boards, racks or rolls of film, negatives, or printing paper into processing or printing machines. | 0.0% | 0.0% | 100.0% | 3.96 | untouched |
| Place sensitized paper in frames of projection printers, photostats, or other reproduction machines. | 0.0% | 0.0% | 100.0% | 3.74 | untouched |
| Splice broken or separated film and mount film on reels. | 0.0% | 0.0% | 100.0% | 3.09 | untouched |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.
Occupations either side of this one
The four closest scores in the same occupational family, then the four closest anywhere in the index.
Read this carefully. Exposure is not displacement. A high score means current AI systems can produce this work, not that anyone will stop paying a person to do it. Adoption depends on economics, regulation and inertia that this index deliberately does not model. How the score is built.
What this means in practice
Most of this work is not reachable by current systems, so the immediate pressure is on the administrative edges of the role rather than its core: the scheduling, the reporting, the written records. That is where time is recovered.