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Junior Web Developer
Based on 10 assessments
37%
Moderate risk
Average realistic automation risk across all Junior Web Developer profiles in the dataset.
Score spread
Distribution across 10 profiles.
Middle half of Junior Web Developers score between 32% and 41%.
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 Junior Web Developer, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
Writing and debugging HTML, CSS, and JavaScript code for frontend features
deep expertise
social element
38%
DD
26%
Attending standup meetings, discussing blockers with team, and getting design/requirement clarifications
some context needed
social core
25%
AA
5%
Reviewing pull requests, giving feedback on code quality, and addressing reviewer comments
deep expertise
social element
14%
DD
30%
Testing features manually in browser, fixing layout issues, and cross-browser compatibility checks
10%
AD
38%
Reading documentation, Stack Overflow, and learning new libraries or frameworks
9%
DD
58%
Integrating frontend with backend APIs, debugging connection issues, and working with development databases
1%
DD
46%
Setting up local dev environment, managing version control, and deploying code to staging/production
0%
DD
74%
Reading documentation, Stack Overflow, and learning new libraries or frameworks
16%
DD
64%
Writing and debugging HTML, CSS, and JavaScript code for frontend features
deep expertise
social element
16%
DD
28%
Attending standup meetings, discussing blockers with team, and getting design/requirement clarifications
deep expertise
social core
15%
AA
2%
Reviewing pull requests, giving feedback on code quality, and addressing reviewer comments
deep expertise
social core
15%
DD
16%
Setting up local dev environment, managing version control, and deploying code to staging/production
13%
DD
88%
Testing features manually in browser, fixing layout issues, and cross-browser compatibility checks
13%
AD
37%
Integrating frontend with backend APIs, debugging connection issues, and working with development databases
deep expertise
social element
9%
DD
26%
Reading documentation, Stack Overflow, and learning new libraries or frameworks
28%
DD
90%
Writing and debugging HTML, CSS, and JavaScript code for frontend features
deep expertise
social element
25%
DD
26%
Attending standup meetings, discussing blockers with team, and getting design/requirement clarifications
deep expertise
social core
16%
AA
7%
Reviewing pull requests, giving feedback on code quality, and addressing reviewer comments
some context needed
social core
12%
DD
35%
Setting up local dev environment, managing version control, and deploying code to staging/production
11%
DD
89%
Integrating frontend with backend APIs, debugging connection issues, and working with development databases
deep expertise
social element
4%
DD
26%
Testing features manually in browser, fixing layout issues, and cross-browser compatibility checks
1%
AD
36%
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