JOB REPORT / 15-1255 · 54 TASKS

Web and Digital Interface Designers.

Can AI do the work of Web and Digital Interface Designers?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

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Starting pointOur estimate

The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

Write and edit technical documentation for digital interface products…
Write or supervise the writing of game text…
Create gameplay test plans for internal and external test…

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A guided certificate program in AI-assisted Web and Digital Interface Designers work. It covers the 54 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

54 of 54 tasks reviewed

We went through all 54 core tasks in this job, one at a time.

Task by task, from the work Web and Digital Interface Designers actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

TASK 01
Write and edit technical documentation for digital interface products and designs, such as user manuals, testing protocols, and reports.
AI DOES
Drafts outlines, writes first-pass sections, and cleans up grammar and formatting
YOU DO
Apply real product context and design intent that only you know
TASK 02
Write or supervise the writing of game text and dialogue.
AI DOES
Drafts NPC dialogue, item descriptions, and story text on demand
YOU DO
Shape the game's unique voice and make sure every line feels right for the player experience
TASK 03
Create gameplay test plans for internal and external test groups.
AI DOES
Drafts test plan outlines, generates checklists, and suggests edge cases based on game genre
YOU DO
Apply deep game knowledge to decide what really matters to test
TASK 04
Develop, validate, and document test routines and schedules to ensure that test cases mimic external interfaces and address all browser and device types.
AI DOES
Drafts test case templates, suggests browser/device coverage matrices, and auto-generates documentation from specs
YOU DO
Decide which edge cases and device combos truly reflect your real users and sign off on the final test strategy
TASK 05
Document technical factors such as server load, bandwidth, database performance, and browser and device types.
AI DOES
Drafts performance reports by pulling data from logs, summarizing server stats, and formatting technical documentation
YOU DO
Decide which metrics actually matter for your design decisions and user experience goals
TASK 06
Perform Web site tests according to planned schedules, or after any Web site or product revision.
AI DOES
Runs automated tests, scans for broken links, checks accessibility scores, and summarizes results
YOU DO
Judge whether the real user experience looks, feels, and flows the way it should
TASK 07
Register Web sites with search engines to increase Web site traffic.
AI DOES
Auto-submits URLs, generates sitemaps, and drafts SEO metadata
YOU DO
Choose which pages to prioritize and review overall search strategy
TASK 08
Respond to user email inquiries, or set up automated systems to send responses.
AI DOES
Drafts replies, suggests response templates, and helps set up auto-responder rules
YOU DO
Judge which emails need a personal touch and set the right tone for your brand
TASK 09
Document all aspects of formal game design, using mock-up screenshots, sample menu layouts, gameplay flowcharts, and other graphical devices.
AI DOES
Drafts flowcharts, suggests menu layouts, and generates placeholder mockup text and structure
YOU DO
Make the creative choices that give the game its feel and make sure every document reflects the real design intent
TASK 10
Provide test specifications to quality assurance staff.
AI DOES
Drafts structured test plans, formats acceptance criteria, and suggests edge cases from design docs
YOU DO
Decide which gameplay moments need the deepest testing based on design intent
TASK 11
Develop new visual design concepts and modify concepts based on stakeholder feedback.
AI DOES
Generates mood boards, layout drafts, color palettes, and quick variations based on prompts or feedback notes
YOU DO
Judge which concepts fit the brand, read the room in stakeholder meetings, and make the final creative calls
TASK 12
Direct and execute pre-production activities, such as creating moodboards or storyboards and establishing a project timeline.
AI DOES
Generates moodboard image suggestions, drafts storyboard frames, and builds rough project timelines
YOU DO
Apply your design instincts and client knowledge to shape the creative direction
TASK 13
Incorporate technical considerations into Web site design plans, such as budgets, equipment, performance requirements, or legal issues including accessibility and privacy.
AI DOES
Generates checklists for accessibility rules, privacy laws, performance benchmarks, and budget templates
YOU DO
Weigh competing constraints and make final design decisions that fit the specific project and client
TASK 14
Research and apply innovative solutions for product design, visuals, and user experience to meet the needs of individual Web development projects.
AI DOES
Generates design concepts, suggests UX best practices, and creates visual mockups or inspiration
YOU DO
Decide which ideas actually match real user needs and project context
TASK 15
Select programming languages, design tools, or applications.
AI DOES
Compares tools, lists pros and cons, and recommends options based on project type
YOU DO
Weigh your team's skills, budget, and long-term fit before deciding
TASK 16
Create core game features, including storylines, role-play mechanics, and character biographies for a new video game or game franchise.
AI DOES
Drafts storyline outlines, suggests mechanics, writes character bio templates, and brainstorms world-building ideas
YOU DO
Own the creative vision and decide what actually makes the game fun and emotionally resonant
TASK 17
Conduct user research to determine design requirements and analyze user feedback to improve design quality.
AI DOES
Summarizes user feedback, finds common themes, and drafts survey questions
YOU DO
Interpret the 'why' behind user behavior and make design calls that balance real human needs
TASK 18
Identify problems uncovered by testing or customer feedback, and correct problems or refer problems to appropriate personnel for correction.
AI DOES
Scans customer feedback and test results to surface common patterns and suggest fixes
YOU DO
Decide which problems matter most and who should own each fix
TASK 19
Perform or direct Web site updates.
AI DOES
Writes code drafts, suggests content edits, and flags layout issues
YOU DO
Decide what to change and make sure it looks and works right for real users
TASK 20
Balance and adjust gameplay experiences to ensure the critical and commercial success of the product.
AI DOES
Simulates playthroughs, flags stat outliers, and suggests numeric tweaks based on data
YOU DO
Trust your gut on what feels satisfying and fair to real players
TASK 21
Devise missions, challenges, or puzzles to be encountered in game play.
AI DOES
Generates mission concepts, puzzle variations, and challenge frameworks on demand
YOU DO
Judge what actually feels fun and fits your game's soul
TASK 22
Provide feedback to designers and other colleagues regarding game design features.
AI DOES
Drafts structured feedback, checks design against common patterns, and summarizes notes
YOU DO
Bring creative judgment and team trust to every review conversation
TASK 23
Provide feedback to production staff regarding technical game qualities or adherence to original design.
AI DOES
Drafts structured feedback reports, flags deviations from design docs, and organizes bug patterns
YOU DO
Trust your instincts on feel, fun, and creative intent
TASK 24
Create gameplay prototypes for presentation to creative and technical staff and management.
AI DOES
Generates starter code, suggests mechanics, drafts design documents, and creates placeholder art or descriptions
YOU DO
Own the creative vision and shape how all the pieces feel when players actually touch them
TASK 25
Prepare two-dimensional concept layouts or three-dimensional mock-ups.
AI DOES
Generates quick reference sketches, layout variations, and 3D mock-up ideas from text prompts
YOU DO
Apply creative vision and gameplay intuition to refine concepts into something that actually feels fun
TASK 26
Keep abreast of game design technology and techniques, industry trends, or audience interests, reactions, and needs by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.
AI DOES
Scans news, summarizes trends, and flags relevant articles or player feedback across the web
YOU DO
Show up, connect with people, and judge which trends actually matter for your game
TASK 27
Review or evaluate competitive products, film, music, television, and other art forms to generate new game design ideas.
AI DOES
Summarizes trends, compiles competitor features, and flags patterns across games, films, and music
YOU DO
Trust your own creative instincts to turn those observations into fresh, original game concepts
TASK 28
Prepare and revise initial game sketches using two- and three-dimensional graphical design software.
AI DOES
Generates concept sketches, suggests visual styles, and creates draft 3D asset ideas from text prompts
YOU DO
Direct the creative vision and make final calls on look, feel, and gameplay fit
TASK 29
Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.
AI DOES
Drafts clear technical emails, summarizes error logs, and suggests questions to ask hosting teams
YOU DO
Own the conversation, read the room, and make calls when something goes wrong
TASK 30
Confer with management or development teams to prioritize needs, resolve conflicts, develop content criteria, or choose solutions.
AI DOES
Drafts agendas, summarizes meeting notes, generates option comparisons, and suggests criteria frameworks
YOU DO
Read the room, build trust, and make the final call on priorities
TASK 31
Solicit, obtain, and integrate feedback from design and technical staff into original game design.
AI DOES
Summarizes feedback themes, flags conflicts between notes, and drafts revised design docs
YOU DO
Judge which feedback fits the creative vision and build trust with your team
TASK 32
Conduct regular design reviews throughout the game development process.
AI DOES
Summarizes past feedback, spots design pattern conflicts, and drafts review agendas
YOU DO
Lead the live discussion and make the final call on what feels fun
TASK 33
Present new game design concepts to management and technical colleagues, including artists, animators, and programmers.
AI DOES
Drafts pitch decks, writes concept summaries, and generates visual mockups to support presentations
YOU DO
Walk the room through your vision and answer tough creative and technical questions in the moment
TASK 34
Collaborate with web development professionals, such as front-end or back-end developers, to complete the full scope of Web development projects.
AI DOES
Drafts handoff notes, generates code snippets, and flags design-to-dev gaps
YOU DO
Build trust and shared understanding with your dev teammates
TASK 35SOURCE-BACKED TASK
Create searchable indices for Web page content.
AI DOES
Crawls pages and builds searchable indexes automatically
YOU DO
Decide what content deserves priority
About this analysis
65% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 36
Guide design discussions between development teams.
AI DOES
Prepares meeting agendas, summarizes prior discussion notes, and suggests design frameworks to consider
YOU DO
Read the room, build trust, and make judgment calls when creative opinions clash
TASK 37SOURCE-BACKED TASK
Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.
AI DOES
Generates code, layouts, and basic site structures
YOU DO
Shape the user experience and vision
About this analysis
54% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 38
Oversee gameplay testing to ensure intended gaming experience and game adherence to original vision.
AI DOES
Sorts bug reports, flags patterns in playtester feedback, and summarizes session data
YOU DO
Trust your gut on whether the game feels fun and true to the vision
TASK 39SOURCE-BACKED TASK
Create Web models or prototypes that include physical, interface, logical, or data models.
AI DOES
Generates wireframes and basic prototypes from requirements
YOU DO
Design the user experience and flow
About this analysis
49% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 40SOURCE-BACKED TASK
Write supporting code for Web applications or Web sites.
AI DOES
Generates code snippets and boilerplate functions
YOU DO
Design the logic and debug smartly
About this analysis
49% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 41SOURCE-BACKED TASK
Develop or implement procedures for ongoing Web site revision.
AI DOES
Suggests updates and tracks site performance metrics
YOU DO
Decide priorities and approve changes
About this analysis
44% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 42SOURCE-BACKED TASK
Develop Web site maps, application models, image templates, or page templates that meet project goals, user needs, or industry standards.
AI DOES
Generates wireframes and templates from project specs
YOU DO
Shape the user experience strategy
About this analysis
43% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 43SOURCE-BACKED TASK
Identify or maintain links to and from other Web sites and check links to ensure proper functioning.
AI DOES
Scans and tests links for broken connections
YOU DO
Choose which partnerships matter most
About this analysis
42% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 44SOURCE-BACKED TASK
Determine supplementary virtual features, such as currency, item catalog, menu design, and audio direction.
AI DOES
Generates currency systems, catalogs, and audio assets
YOU DO
Shape the experience and player feel
About this analysis
41% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 45SOURCE-BACKED TASK
Create and manage documentation, production schedules, prototyping goals, and communication plans in collaboration with production staff.
AI DOES
Drafts schedules, templates, and status updates
YOU DO
Set priorities and resolve conflicts
About this analysis
34% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 46SOURCE-BACKED TASK
Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.
AI DOES
Generates technical documentation from system requirements
YOU DO
Ensure specs match real user needs
About this analysis
32% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 47SOURCE-BACKED TASK
Consult with multiple stakeholders to define requirements and implement online features.
AI DOES
Gathers stakeholder input and drafts feature specs
YOU DO
Navigate conflicts and make trade-offs
About this analysis
30% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 48SOURCE-BACKED TASK
Develop and document style guidelines for Web site content.
AI DOES
Generates style rules and formatting templates
YOU DO
Define brand voice and editorial priorities
About this analysis
29% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 49SOURCE-BACKED TASK
Develop system interaction or sequence diagrams.
AI DOES
Generates diagram layouts from text descriptions
YOU DO
Design the right system boundaries
About this analysis
27% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 50SOURCE-BACKED TASK
Collaborate with artists to achieve appropriate visual style.
AI DOES
Generates style references and visual mockups quickly
YOU DO
Guide the creative vision and partnership
About this analysis
27% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 51SOURCE-BACKED TASK
Collaborate with management or users to develop e-commerce strategies and to integrate these strategies with Web sites.
AI DOES
Analyzes site data and suggests strategy options
YOU DO
Build relationships and choose the right path
About this analysis
26% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 52SOURCE-BACKED TASK
Research, document, rate, or select alternatives for Web architecture or technologies.
AI DOES
Scans options and summarizes technical specs
YOU DO
Judge tradeoffs for your specific needs
About this analysis
17% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 53SOURCE-BACKED TASK
Maintain understanding of current Web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.
AI DOES
Curates relevant articles and summarizes tech updates
YOU DO
Choose what to learn and apply
About this analysis
7% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 54SOURCE-BACKED TASK
Develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.
AI DOES
Drafts templates and organizes existing content
YOU DO
Define vision and ensure coherence
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

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AT A GLANCE

Occupation: Web and Digital Interface Designers
SOC code: 15-1255
Tasks reviewed: 54 of 54

How we assess

PAY & OUTLOOK

Compare pay by state

Median pay (national): $104,000 · BLS OEWS 2025
Median pay (Colorado): $95,880 · BLS OEWS 2025
Employed (national): 113,330
Employed in Colorado: 3,250
Job outlook: +7% by 2034 · ~9,100 openings/yr

Wages from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics. National figures cover the United States. Job outlook is national.

How does this fit your work?

Earn a certificate in your job

Your job, task by task.

Write and edit technical documentation for digital interface products and designs, such as user manuals, testing protocols, and reports.

Write or supervise the writing of game text and dialogue.

Create gameplay test plans for internal and external test groups.

Develop, validate, and document test routines and schedules to ensure that test cases mimic external interfaces and address all browser and device types.

Document technical factors such as server load, bandwidth, database performance, and browser and device types.

Perform Web site tests according to planned schedules, or after any Web site or product revision.

Register Web sites with search engines to increase Web site traffic.

Respond to user email inquiries, or set up automated systems to send responses.

Document all aspects of formal game design, using mock-up screenshots, sample menu layouts, gameplay flowcharts, and other graphical devices.

Provide test specifications to quality assurance staff.

Develop new visual design concepts and modify concepts based on stakeholder feedback.

Direct and execute pre-production activities, such as creating moodboards or storyboards and establishing a project timeline.

Incorporate technical considerations into Web site design plans, such as budgets, equipment, performance requirements, or legal issues including accessibility and privacy.

Research and apply innovative solutions for product design, visuals, and user experience to meet the needs of individual Web development projects.

Select programming languages, design tools, or applications.

Create core game features, including storylines, role-play mechanics, and character biographies for a new video game or game franchise.

Conduct user research to determine design requirements and analyze user feedback to improve design quality.

Identify problems uncovered by testing or customer feedback, and correct problems or refer problems to appropriate personnel for correction.

Perform or direct Web site updates.

Balance and adjust gameplay experiences to ensure the critical and commercial success of the product.

Devise missions, challenges, or puzzles to be encountered in game play.

Provide feedback to designers and other colleagues regarding game design features.

Provide feedback to production staff regarding technical game qualities or adherence to original design.

Create gameplay prototypes for presentation to creative and technical staff and management.

Prepare two-dimensional concept layouts or three-dimensional mock-ups.

Review or evaluate competitive products, film, music, television, and other art forms to generate new game design ideas.

Prepare and revise initial game sketches using two- and three-dimensional graphical design software.

Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.

Confer with management or development teams to prioritize needs, resolve conflicts, develop content criteria, or choose solutions.

Solicit, obtain, and integrate feedback from design and technical staff into original game design.

Conduct regular design reviews throughout the game development process.

Present new game design concepts to management and technical colleagues, including artists, animators, and programmers.

Collaborate with web development professionals, such as front-end or back-end developers, to complete the full scope of Web development projects.

Create searchable indices for Web page content.

Guide design discussions between development teams.

Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.

Oversee gameplay testing to ensure intended gaming experience and game adherence to original vision.

Create Web models or prototypes that include physical, interface, logical, or data models.

Write supporting code for Web applications or Web sites.

Develop or implement procedures for ongoing Web site revision.

Develop Web site maps, application models, image templates, or page templates that meet project goals, user needs, or industry standards.

Identify or maintain links to and from other Web sites and check links to ensure proper functioning.

Determine supplementary virtual features, such as currency, item catalog, menu design, and audio direction.

Create and manage documentation, production schedules, prototyping goals, and communication plans in collaboration with production staff.

Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.

Consult with multiple stakeholders to define requirements and implement online features.

Develop and document style guidelines for Web site content.

Develop system interaction or sequence diagrams.

Collaborate with artists to achieve appropriate visual style.

Collaborate with management or users to develop e-commerce strategies and to integrate these strategies with Web sites.

Research, document, rate, or select alternatives for Web architecture or technologies.

Maintain understanding of current Web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.

Develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.

Practice AI.Use your judgment.

Practice AI.
Use your judgment.