Web and Digital Interface Designers
Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.
Passes the screen · 5 of 54 tasks
Create searchable indices for Web page content.
quick to check, an existing check settles it, and a mistake is cheap · 1.7% of the role's time · $205M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Identify or maintain links to and from other Web sites and check links to ensure proper functioning.
quick to check, an existing check settles it, and a mistake is cheap · 1.7% of the role's time · $205M · all three pass it
Identify problems uncovered by testing or customer feedback, and correct problems or refer problems to appropriate personnel for correction.
quick to check, an existing check settles it, and a mistake is cheap · 1.7% of the role's time · $205M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Perform Web site tests according to planned schedules, or after any Web site or product revision.
quick to check, an existing check settles it, and a mistake is cheap · 1.7% of the role's time · $205M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Write supporting code for Web applications or Web sites.
quick to check, an existing check settles it, and a mistake is cheap · 1.7% of the role's time · $205M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Does not pass
Balance and adjust gameplay experiences to ensure the critical and commercial success of the product.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.9% of the role's time · $478M
Create core game features, including storylines, role-play mechanics, and character biographies for a new video game or game franchise.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.7% of the role's time · $460M
Develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.
reason given most often: no existing check settles it · 3.7% of the role's time · $454M · waiting on a check
Create and manage documentation, production schedules, prototyping goals, and communication plans in collaboration with production staff.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.6% of the role's time · $444M
Devise missions, challenges, or puzzles to be encountered in game play.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.4% of the role's time · $418M
Solicit, obtain, and integrate feedback from design and technical staff into original game design.
reason given most often: no existing check settles it · 2.9% of the role's time · $357M
Document all aspects of formal game design, using mock-up screenshots, sample menu layouts, gameplay flowcharts, and other graphical devices.
reason given most often: no existing check settles it · 2.9% of the role's time · $353M · waiting on a check
Provide feedback to designers and other colleagues regarding game design features.
reason given most often: no existing check settles it · 2.6% of the role's time · $321M · waiting on a check
Provide feedback to production staff regarding technical game qualities or adherence to original design.
reason given most often: no existing check settles it · 2.3% of the role's time · $283M · waiting on a check
Write or supervise the writing of game text and dialogue.
reason given most often: no existing check settles it · 2.2% of the role's time · $276M
Conduct regular design reviews throughout the game development process.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 2.2% of the role's time · $272M
Guide design discussions between development teams.
reason given most often: no existing check settles it · 2.2% of the role's time · $266M
Collaborate with artists to achieve appropriate visual style.
reason given most often: no existing check settles it · 2.1% of the role's time · $258M
Collaborate with management or users to develop e-commerce strategies and to integrate these strategies with Web sites.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 1.7% of the role's time · $205M
Collaborate with web development professionals, such as front-end or back-end developers, to complete the full scope of Web development projects.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $205M
Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.
reason given most often: no existing check settles it · 1.7% of the role's time · $205M · waiting on a check
Conduct user research to determine design requirements and analyze user feedback to improve design quality.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $205M
Confer with management or development teams to prioritize needs, resolve conflicts, develop content criteria, or choose solutions.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $205M
Create Web models or prototypes that include physical, interface, logical, or data models.
reason given most often: no existing check settles it · 1.7% of the role's time · $205M · waiting on a check
Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.
reason given most often: no existing check settles it · 1.7% of the role's time · $205M · waiting on a check
Develop and document style guidelines for Web site content.
reason given most often: no existing check settles it · 1.7% of the role's time · $205M
Develop new visual design concepts and modify concepts based on stakeholder feedback.
reason given most often: no existing check settles it · 1.7% of the role's time · $205M
Develop or implement procedures for ongoing Web site revision.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $205M
Develop system interaction or sequence diagrams.
reason given most often: no existing check settles it · 1.7% of the role's time · $205M · waiting on a check
Develop Web site maps, application models, image templates, or page templates that meet project goals, user needs, or industry standards.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $205M
Develop, validate, and document test routines and schedules to ensure that test cases mimic external interfaces and address all browser and device types.
reason given most often: no existing check settles it · 1.7% of the role's time · $205M · passed by Claude Sonnet · the models disagreed
Direct and execute pre-production activities, such as creating moodboards or storyboards and establishing a project timeline.
reason given most often: no existing check settles it · 1.7% of the role's time · $205M
Document technical factors such as server load, bandwidth, database performance, and browser and device types.
reason given most often: no existing check settles it · 1.7% of the role's time · $205M · passed by Claude Sonnet · the models disagreed · waiting on a check
Incorporate technical considerations into Web site design plans, such as budgets, equipment, performance requirements, or legal issues including accessibility and privacy.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 1.7% of the role's time · $205M
Maintain understanding of current Web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $205M
Perform or direct Web site updates.
reason given most often: no existing check settles it · 1.7% of the role's time · $205M · waiting on a check
Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.
reason given most often: no existing check settles it · 1.7% of the role's time · $205M · waiting on a check
Register Web sites with search engines to increase Web site traffic.
reason given most often: nobody can tell quickly whether it worked · 1.7% of the role's time · $205M
Research and apply innovative solutions for product design, visuals, and user experience to meet the needs of individual Web development projects.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $205M
Research, document, rate, or select alternatives for Web architecture or technologies.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 1.7% of the role's time · $205M
Respond to user email inquiries, or set up automated systems to send responses.
reason given most often: no existing check settles it · 1.7% of the role's time · $205M · waiting on a check
Select programming languages, design tools, or applications.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $205M
Write and edit technical documentation for digital interface products and designs, such as user manuals, testing protocols, and reports.
reason given most often: no existing check settles it · 1.7% of the role's time · $205M · waiting on a check
Determine supplementary virtual features, such as currency, item catalog, menu design, and audio direction.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.5% of the role's time · $182M
Prepare two-dimensional concept layouts or three-dimensional mock-ups.
reason given most often: no existing check settles it · 1.4% of the role's time · $167M · waiting on a check
Oversee gameplay testing to ensure intended gaming experience and game adherence to original vision.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.3% of the role's time · $163M
Consult with multiple stakeholders to define requirements and implement online features.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.2% of the role's time · $144M
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.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.2% of the role's time · $143M
Review or evaluate competitive products, film, music, television, and other art forms to generate new game design ideas.
reason given most often: no existing check settles it · 1.1% of the role's time · $138M
Present new game design concepts to management and technical colleagues, including artists, animators, and programmers.
reason given most often: no existing check settles it · 1.1% of the role's time · $137M · waiting on a check
Create gameplay prototypes for presentation to creative and technical staff and management.
reason given most often: no existing check settles it · 1.0% of the role's time · $122M
Provide test specifications to quality assurance staff.
reason given most often: no existing check settles it · 0.9% of the role's time · $110M
Prepare and revise initial game sketches using two- and three-dimensional graphical design software.
reason given most often: no existing check settles it · 0.9% of the role's time · $105M · waiting on a check
Create gameplay test plans for internal and external test groups.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 0.7% of the role's time · $88.0M
Where this role works
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Software Publishers | 13,560 | $1.7B | $143M | $28.6M |
| Computer Systems Design and Related Services | 15,240 | $1.7B | $142M | $28.3M |
| Management of Companies and Enterprises | 6190 | $831M | $69.3M | $13.9M |
| Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services | 6190 | $781M | $65.1M | $13.0M |
| Web Search Portals, Libraries, Archives, and Other Information Services | 4060 | $766M | $63.8M | $12.8M |
| Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers | 5250 | $721M | $60.0M | $12.0M |
| Management, Scientific, and Technical Consulting Services | 6350 | $604M | $50.3M | $10.1M |
| Employment Services | 3710 | $467M | $38.9M | $7.8M |
| Advertising, Public Relations, and Related Services | 5210 | $434M | $36.2M | $7.2M |
| Credit Intermediation and Related Activities (5221 and 5223 only) | 2130 | $265M | $22.1M | $4.4M |