Takeover Tracker
31%medium risk

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.

Higher risk than 42% of occupations
Checking for existing plan...

How AI Impacts Each Task

33 tasks analyzed

Select digital images for printing, specify number of images to be printed, and direct to printer, using computer software.

Risk: 86.0%AI: 92EstimatedTime: 3%

Create prints according to customer specifications and laboratory protocols.

Risk: 49.0%AI: 40EstimatedTime: 3%

Produce color or black-and-white photographs, negatives, or slides, applying standard photographic reproduction techniques and procedures.

Risk: 49.0%AI: 40EstimatedTime: 3%

Set or adjust machine controls, according to specifications, type of operation, or material requirements.

Risk: 51.0%AI: 45EstimatedTime: 3%

Review computer-processed digital images for quality.

Risk: 86.0%AI: 92EstimatedTime: 3%

Operate scanners or related computer equipment to digitize negatives, photographic prints, or other images.

Risk: 49.0%AI: 40EstimatedTime: 2%

Fill tanks of processing machines with solutions such as developer, dyes, stop-baths, fixers, bleaches, or washes.

Risk: 47.0%AI: 35EstimatedTime: 2%

Measure and mix chemicals to prepare solutions for processing, according to formulas.

Risk: 47.0%AI: 35EstimatedTime: 2%

Load digital images onto computers directly from cameras or from storage devices, such as flash memory cards or universal serial bus (USB) devices.

Risk: 78.0%AI: 72EstimatedTime: 2%

Operate special equipment to perform tasks such as transferring film to videotape or producing photographic enlargements.

Risk: 49.0%AI: 40EstimatedTime: 2%

Examine developed prints for defects, such as broken lines, spots, or blurs.

Risk: 84.0%AI: 87EstimatedTime: 2%

Read work orders to determine required processes, techniques, materials, or equipment.

Risk: 88.0%AI: 97EstimatedTime: 2%

Operate machines to prepare circuit boards and to expose, develop, etch, fix, wash, dry, or print film or plates.

Risk: 49.0%AI: 40EstimatedTime: 1%

Immerse film, negatives, paper, or prints in developing solutions, fixing solutions, and water to complete photographic development processes.

Risk: 47.0%AI: 35EstimatedTime: 2%

Load circuit boards, racks or rolls of film, negatives, or printing paper into processing or printing machines.

Risk: 47.0%AI: 35EstimatedTime: 2%

Examine quality of film fades or dissolves for potential color corrections, using color analyzers.

Risk: 86.0%AI: 92EstimatedTime: 2%

Insert processed negatives and prints into envelopes for delivery to customers.

Risk: 47.0%AI: 35EstimatedTime: 2%

Reprint originals for enlargement or in sections to be pieced together.

Risk: 49.0%AI: 40EstimatedTime: 2%

Clean or maintain photoprocessing or darkroom equipment, using ultrasonic equipment or cleaning and rinsing solutions.

Risk: 47.0%AI: 35EstimatedTime: 2%

Thread filmstrips through densitometers or sensitometers and expose film to light to determine density of film, necessary color corrections, or light sensitivity.

Risk: 47.0%AI: 35EstimatedTime: 1%

Monitor equipment operation to detect malfunctions.

Risk: 84.0%AI: 87EstimatedTime: 2%

Shade negatives or photographs with pencils to smooth facial contours, soften highlights, or conceal blemishes, stray hairs, or wrinkles.

Risk: 11.0%AI: 5EstimatedTime: 1%

Examine drawings, negatives, or photographic prints to determine coloring, shading, accenting, or other changes required for retouching or restoration.

Risk: 52.1%AI: 62.7ObservedTime: 1%

Place sensitized paper in frames of projection printers, photostats, or other reproduction machines.

Risk: 47.0%AI: 35EstimatedTime: 1%

Upload digital images onto Web sites for customers.

Risk: 88.0%AI: 97EstimatedTime: 1%

Maintain records, such as quantities or types of processing completed, materials used, or customer charges.

Risk: 88.0%AI: 97EstimatedTime: 2%

Dry prints or negatives using sponges, squeegees, mechanical air dryers, or drying cabinets.

Risk: 47.0%AI: 35EstimatedTime: 1%

Produce timed prints with separate densities or color settings for each scene of a production.

Risk: 49.0%AI: 40EstimatedTime: 1%

Set automatic timers, lens openings, and printer carriages to specified focus and exposure times and start exposure to duplicate originals, photographs, or negatives.

Risk: 49.0%AI: 40EstimatedTime: 1%

Splice broken or separated film and mount film on reels.

Risk: 47.0%AI: 35EstimatedTime: 18%

Apply paint, using airbrushes, pens, artists' brushes, cotton swabs, or gloved fingers to retouch or enhance negatives or photographs.

Risk: 9.0%AI: 0EstimatedTime: 10%

Retouch photographic negatives or original prints to correct defects.

Risk: 11.0%AI: 5EstimatedTime: 23%

Adjust digital images using software.

Risk: 88.0%AI: 97EstimatedTime: 3%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Photographic Process Workers and Processing Machine Operators skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.9pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.9pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.7pt risk+$2K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

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Score History

Risk score over 2 scoring runs

+0.9

overall change

Education & Training

Percentage of workers at each education and training level

Prior Experience Needed

Work experience required to enter this job

1-2 years31%
2-4 years1%
Over 10 years2%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month34%
1-3 months34%
3-6 months16%
6 months - 1 year16%

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis