Web developers and digital designers

Monitor website traffic and performance

AI analytics tools can monitor traffic patterns, identify anomalies, generate performance reports, and flag issues automatically. Modern systems provide automated insights and alerts with minimal configuration. This is highly automatable data analysis with well-defined metrics.

BLS evidence: Duties list 'Monitor website traffic' and the overview mentions responsibility for 'performance and capacity, which are measures of a website's speed.'

Test websites for errors such as broken links and ensure correct operation

Automated testing tools enhanced by AI can crawl websites, identify broken links, test forms, check responsiveness, and verify functionality across browsers. AI can generate comprehensive test suites and execute them autonomously. Human review is needed only for ambiguous failures or UX assessment.

BLS evidence: Webmasters 'ensure that websites operate correctly, and they test for errors such as broken links.'

Write code for websites using programming languages such as HTML, XML, or JavaScript

AI coding assistants (GitHub Copilot, GPT-4, Claude) can generate substantial HTML/XML/JavaScript code from natural language descriptions with high accuracy. Most routine web code can be produced end-to-end with minimal human editing, though complex interactive features still benefit from developer oversight.

BLS evidence: The duties section states developers 'Write code for the website, using programming languages such as HTML or XML' and notes that 'web developers need to have a thorough understanding of HTML programming.'

Integrate graphics, audio, and video into websites

AI can generate code for media integration, optimize assets, handle responsive embedding, and ensure proper formatting. Tools can automate compression, format conversion, and accessibility features. This is largely a technical task with clear specifications that AI handles well with minimal review.

BLS evidence: Duties explicitly include 'Integrate graphics, audio, and video into the website.'

Build the technical framework and ensure websites function as expected

AI can scaffold technical frameworks, generate boilerplate code, configure build systems, and write integration logic. Modern LLMs handle backend/frontend architecture setup well. Ensuring complex functionality requires human verification, but AI dramatically reduces the labor content of framework construction.

BLS evidence: Back-end developers 'create the basic framework of the site and ensure that it functions as expected.'

Create and test applications, interfaces, and navigation menus for websites

AI can generate functional application code, UI components, and navigation structures from specifications. Testing can be partially automated with AI-generated test cases. However, nuanced UX decisions and cross-browser compatibility edge cases still require human judgment for review.

BLS evidence: Listed directly in duties as 'Create and test applications, interfaces, and navigation menus for a website.'

Create prototypes and mockups of websites or applications

AI tools (v0.dev, Uizard, GPT-4 with vision) can generate interactive prototypes and mockups from descriptions or sketches. They produce functional HTML/CSS prototypes quickly. Human designers still refine based on feedback and ensure prototypes match strategic intent, but AI does most of the production work.

BLS evidence: Listed in duties as 'Create prototypes and mockups of websites or applications.'

Maintain and update existing websites

AI can handle routine updates (content changes, dependency updates, security patches) and generate code for minor feature additions. However, understanding legacy codebases, prioritizing maintenance tasks, and ensuring updates don't break existing functionality requires human oversight, especially for complex sites.

BLS evidence: Webmasters are described as those who 'maintain and update websites.'

Design the layout and visual appearance of websites or interfaces

AI design tools (Midjourney, DALL-E 3, Figma AI plugins) can generate layouts and visual designs from prompts, and newer models understand design principles. However, translating brand identity, stakeholder preferences, and subtle aesthetic judgments into final designs still requires significant human creative direction.

BLS evidence: Digital designers are described as 'responsible for the look and functionality of the website or interface' and duties include 'Design and develop graphics.'

Work with team members to determine website content and information architecture

AI can suggest content structures, generate sitemaps, and propose information architectures based on best practices. However, this task involves collaborative decision-making, understanding organizational politics, and reconciling conflicting stakeholder views—activities requiring human facilitation and judgment.

BLS evidence: Duties include 'Work with other team members to determine what information the site will contain.'

Meet with clients or management to discuss website needs, design, and functionality

This requires real-time interpersonal communication, reading client body language and unstated needs, negotiating scope and budget, and building trust relationships. AI can prepare meeting materials and summarize discussions, but cannot replace the human presence in stakeholder management.

BLS evidence: First duty listed is 'Meet with clients or management to discuss the needs, design, and functionality of a website or interface.'