Technology
Frontend Developer
Based on 36 assessments
41%
Moderate risk
Average realistic automation risk across all Frontend Developer profiles in the dataset.
Score spread
Distribution across 36 profiles.
Middle half of Frontend Developers score between 38% and 46%.
0%
50%
100%
Task breakdown by work type
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer input, real-world output — needs someone to act on it, not just software.
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Frontend Developer, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
Collaborating with designers to translate UI/UX wireframes and mockups into functional, responsive web pages
deep expertise
social core
31%
AD
11%
Writing and maintaining HTML, CSS, and JavaScript code to build user interfaces for web applications
19%
DD
70%
Participating in code reviews, providing feedback, and ensuring coding standards and best practices are followed
deep expertise
social core
16%
DD
18%
Attending team meetings to discuss project requirements, progress, and blockers
deep expertise
social core
14%
AA
6%
Debugging and troubleshooting frontend issues using browser developer tools and logging
deep expertise
13%
DD
38%
Integrating frontend code with backend APIs and services to fetch and display dynamic data
2%
DD
70%
Optimizing web applications for performance, accessibility, and cross-browser compatibility
deep expertise
1%
DD
32%
Documenting frontend architecture, components, and workflows for future reference and onboarding
1%
DD
46%
Debugging and troubleshooting frontend issues using browser developer tools and logging
deep expertise
33%
DD
35%
Writing and maintaining HTML, CSS, and JavaScript code to build user interfaces for web applications
31%
DD
67%
Participating in code reviews, providing feedback, and ensuring coding standards and best practices are followed
deep expertise
social core
13%
DD
19%
Integrating frontend code with backend APIs and services to fetch and display dynamic data
9%
DD
46%
Optimizing web applications for performance, accessibility, and cross-browser compatibility
deep expertise
9%
DD
38%
Collaborating with designers to translate UI/UX wireframes and mockups into functional, responsive web pages
deep expertise
social core
1%
AD
8%
Documenting frontend architecture, components, and workflows for future reference and onboarding
1%
DD
50%
Attending team meetings to discuss project requirements, progress, and blockers
some context needed
social core
1%
AA
0%
Writing and maintaining HTML, CSS, and JavaScript code to build user interfaces for web applications
37%
DD
68%
Debugging and troubleshooting frontend issues using browser developer tools and logging
deep expertise
21%
DD
39%
Collaborating with designers to translate UI/UX wireframes and mockups into functional, responsive web pages
deep expertise
social core
11%
AD
10%
Integrating frontend code with backend APIs and services to fetch and display dynamic data
11%
DD
49%
Optimizing web applications for performance, accessibility, and cross-browser compatibility
8%
DD
61%
Documenting frontend architecture, components, and workflows for future reference and onboarding
6%
DD
53%
Attending team meetings to discuss project requirements, progress, and blockers
deep expertise
social core
3%
AA
6%
Participating in code reviews, providing feedback, and ensuring coding standards and best practices are followed
deep expertise
social core
0%
DD
19%
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