Format typescript and graphic elements using computer software to produce publication-ready material.
U.S. Workers
4,000
Median Salary
$53,620
10-Year Growth
-12.4%
Annual Openings
400
Typical entry: Associate's degree
17 of 18 tasks have some AI capability
Exposure Trend
This score reflects estimated AI technical capability for tasks in this occupation. It does not predict employment changes, and it does not account for company-specific constraints, regulation, or adoption barriers.
Operate desktop publishing software and equipment to design, lay out, and produce camera-ready copy.
AI: Fully automatable - By 2025 AI-driven tools can operate DTP software to design layouts and produce camera‑ready digital files automatically, including export to print-ready formats.
Position text and art elements from a variety of databases in a visually appealing way to design print or web pages, using knowledge of type styles and size and layout patterns.
AI: Fully automatable - Automated layout engines and generative design models can position text and art from databases using typographic and layout rules to produce visually appealing pages.
Convert various types of files for printing or for the Internet, using computer software.
AI: Fully automatable - File conversion for print or web (PDF/X, rasterization, optimized images) is a well‑automated software process that AI/workflow tools can perform reliably.
Enter digitized data into electronic prepress system computer memory, using scanner, camera, keyboard, or mouse.
AI: Fully automatable - Scanning, ingesting images/text and entering them into prepress systems is routine and can be fully automated with existing capture and workflow software.
Import text and art elements, such as electronic clip art or electronic files from photographs that have been scanned or produced with a digital camera, using computer software.
AI: Fully automatable - Importing text and art (clip art, scanned photos) into layout software is a standard automated function that AI and integrations can fully handle.
Select number of colors and determine color separations.
AI: Fully automatable - Color selection and automated color separations are mature software features that AI and prepress tools can perform accurately for most jobs.
Prepare sample layouts for approval, using computer software.
AI: Fully automatable - Modern design software with AI assistants can generate complete sample layouts ready for approval, often without human intervention.
Edit graphics and photos, using pixel or bitmap editing, airbrushing, masking, or image retouching.
AI: Fully automatable - AI-driven image-editing tools can perform pixel-level edits, retouching, masking, and airbrushing at professional quality in most workflows.
Enter text into computer keyboard and select the size and style of type, column width, and appropriate spacing for printed materials.
AI: Fully automatable - Automated typesetting and layout tools can enter text and select typography, column widths, and spacing according to templates and design rules.
Enter data, such as coordinates of images and color specifications, into system to retouch and make color corrections.
AI: Fully automatable - Systems and scripts can input image coordinates and color specifications to apply retouching and color corrections automatically.
Create special effects such as vignettes, mosaics, and image combining, and add elements such as sound and animation to electronic publications.
AI: Fully automatable - Generation of vignettes, mosaics, compositing, and adding sound/animation is well within current automated multimedia tools' capabilities.
Check preliminary and final proofs for errors and make necessary corrections.
AI: Partial - Automated proofreading catches many errors and can apply corrections, but nuanced edit decisions and context-sensitive checks still need human review.
Transmit, deliver or mail publication master to printer for production into film and plates.
AI: Partial - AI can fully automate digital transmission/upload to printers but cannot independently perform physical mailing/delivery, so the task is only partially automatable.
Study layout or other design instructions to determine work to be done and sequence of operations.
AI: Partial - AI can parse design instructions and propose operation sequences, but complex judgment calls and exceptions often still require human decision‑making.
View monitors for visual representation of work in progress and for instructions and feedback throughout process, making modifications as necessary.
AI: Partial - AI can monitor work in progress and suggest or apply modifications, but final visual validation and nuanced adjustments typically still need human oversight.
Collaborate with graphic artists, editors and writers to produce master copies according to design specifications.
AI: Partial - AI can facilitate and partially automate collaboration (versioning, suggestions, coordination), but true collaborative judgment and creative negotiation remain human roles.
Store copies of publications on paper, magnetic tape, film or diskette.
AI: Partial - Digital archiving to magnetic media can be automated, but storing on physical paper or legacy diskettes requires manual handling, so it's only partially automatable.
Load floppy disks or tapes containing information into system.
AI: Not automatable - Loading physical floppy disks or tapes is a manual hardware task that AI software alone cannot perform in typical work environments.