AITakeover Tracker
47%medium risk

Web Developers

SOC: 15-1134.00 · Job Zone 3 (Medium preparation)

Design, create, and modify Web sites. Analyze user needs to implement Web site content, graphics, performance, and capacity. May integrate Web sites with other computer applications. May convert written, graphic, audio, and video components to compatible Web formats by using software designed to facilitate the creation of Web and multimedia content.

Medium RiskEst. full displacement: 20382046high confidence
Raw task score: 60.5Protective discount: 22.3%37 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Web Developers faces moderate AI displacement risk with a score of 47/100. Significant displacement is estimated between 2038 and 2046. Of 37 analyzed tasks, 13 are highly automatable, particularly in routine_cognitive. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Protective Factors

Total protective discount: 22.3%

Skill Analysis

AI-Vulnerable Skills (6)

Programming15%

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

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.

Mathematics10%

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

Mathematics10%

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

Memorization5%

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

AI-Resistant Skills (7)

Complex Problem Solving75%

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

Coordination70%

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

Persuasion80%

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

Social Perceptiveness90%

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

Instructing75%

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

Negotiation85%

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

Manual Dexterity80%

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

AI-Augmented Skills (5)

Critical ThinkingActive LearningJudgment and Decision MakingWritingSystems Analysis

Recommendations

Skills to Develop

These skills are at risk from AI automation. Web Developers professionals should diversify beyond them.

  • Programming

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

  • Reading Comprehension

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

  • Information Ordering

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

  • Mathematics

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

  • Mathematics

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

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Complex Problem Solving

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

  • Coordination

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

  • Persuasion

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

  • Social Perceptiveness

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

  • Instructing

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

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Task Breakdown

37 tasks analyzed

Write supporting code for Web applications or Web sites.

Non-Routine AnalyticalAI: 80Risk: 59.0Time: 5%

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

Non-Routine AnalyticalAI: 75Risk: 57.0Time: 5%

Back up files from Web sites to local directories for instant recovery in case of problems.

Routine CognitiveAI: 85Risk: 83.2Time: 1%

Write, design, or edit Web page content, or direct others producing content.

Non-Routine AnalyticalAI: 80Risk: 59.0Time: 3%

Select programming languages, design tools, or applications.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 2%

Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.

Non-Routine AnalyticalAI: 75Risk: 57.0Time: 3%

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

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 3%

Develop databases that support Web applications and Web sites.

Non-Routine AnalyticalAI: 75Risk: 57.0Time: 3%

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

Routine CognitiveAI: 85Risk: 83.2Time: 2%

Perform or direct Web site updates.

Routine CognitiveAI: 80Risk: 81.2Time: 2%

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

Non-Routine AnalyticalAI: 50Risk: 47.0Time: 2%

Analyze user needs to determine technical requirements.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 2%

Design and implement Web site security measures, such as firewalls or message encryption.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 2%

Monitor security system performance logs to identify problems and notify security specialists when problems occur.

Routine CognitiveAI: 90Risk: 85.2Time: 1%

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

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 2%

Renew domain name registrations.

Routine CognitiveAI: 85Risk: 83.2Time: 1%

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

Routine CognitiveAI: 90Risk: 85.2Time: 1%

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

Non-Routine InterpersonalAI: 20Risk: 23.0Time: 2%

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

Non-Routine InterpersonalAI: 30Risk: 27.0Time: 2%

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

Non-Routine InterpersonalAI: 25Risk: 25.0Time: 2%

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

Non-Routine AnalyticalAI: 75Risk: 57.0Time: 2%

Document test plans, testing procedures, or test results.

Routine CognitiveAI: 90Risk: 85.2Time: 1%

Develop and document style guidelines for Web site content.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 1%

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

Routine CognitiveAI: 85Risk: 83.2Time: 1%

Establish appropriate server directory trees.

Routine CognitiveAI: 85Risk: 83.2Time: 1%

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

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 1%

Recommend and implement performance improvements.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 2%

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

Routine CognitiveAI: 85Risk: 83.2Time: 1%

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

Routine CognitiveAI: 85Risk: 83.2Time: 1%

Develop or implement procedures for ongoing Web site revision.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 1%

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

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 10%

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

Non-Routine AnalyticalAI: 75Risk: 57.0Time: 10%

Evaluate or recommend server hardware or software.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 5%

Create searchable indices for Web page content.

Routine CognitiveAI: 90Risk: 85.2Time: 7%

Install and configure hypertext transfer protocol (HTTP) servers and associated operating systems.

Routine CognitiveAI: 80Risk: 81.2Time: 5%

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

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 7%

Develop system interaction or sequence diagrams.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 5%

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Career Planning

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