Software developers, quality assurance analysts, and testers AI Displacement Score: 9/10

Key Finding

Software developers, quality assurance analysts, and testers face very high ai exposure AI displacement risk, scoring 9/10 on the JobHunter AI Displacement Index (global average: 5.7/10). There are approximately 1,895,500 workers in this role in the US, earning a median of $131,450.

Source: JobHunter AI Displacement Index - 342 occupations analyzed using Karpathy's research framework

What does 9/10 mean?

0 - AI-proof Global avg: 5.7 10 - Fully exposed

Software developers, quality assurance analysts, and testers scored 9/10 across 342 occupations analyzed using Karpathy's AI displacement research framework. The global average is 5.7/10. This role is significantly more exposed than average.

Computer & Information Technology - All Scores

Computer and information research scientists 9/10

Computer programmers 9/10

Database administrators and architects 9/10

Web developers and digital designers 9/10

Computer network architects 8/10

Computer support specialists 8/10

Computer systems analysts 8/10

Information security analysts 8/10

Frequently Asked Questions

Will AI replace software developers, quality assurance analysts, and testers?

Software developers, quality assurance analysts, and testers scored 9/10 on AI displacement risk (global average: 5.7). This means very high ai exposure risk of significant AI disruption. Rather than full replacement, most roles at this level see task automation - certain parts of the job get absorbed by AI while new responsibilities emerge.

What is the AI displacement score for software developers, quality assurance analysts, and testers?

The AI displacement score for Software developers, quality assurance analysts, and testers is 9 out of 10, based on analysis of 342 occupations using Karpathy's research framework. The global average is 5.7/10. Similar roles score: Computer and information research scientists (9/10), Computer programmers (9/10), Database administrators and architects (9/10).

How many software developers, quality assurance analysts, and testers are there in the US?

There are approximately 1,895,500 software developers, quality assurance analysts, and testers in the United States, with a median pay of $131,450 and a projected job outlook of +15%.

What should software developers, quality assurance analysts, and testers do about AI?

With a score of 9/10, software developers, quality assurance analysts, and testers should focus on skills AI can't easily replicate: complex judgment, relationship building, creative problem-solving, and physical-world interaction. Learning to use AI tools as leverage (not competition) is the highest-ROI move.

What AI can already do in this role