QA & Testing vs Scientific & Financial Computing

How does QA & Testing (Development) compare to Scientific & Financial Computing (Development) on AI displacement risk? QA & Testing averages 25.4/100 (median 26.0, mode 26) across 11 roles, while Scientific & Financial Computing averages 46.6/100 (median 41.7, mode 42) across 10 roles.

QA & Testing

Development
25.4 /100
Mean25.4
Median26.0
Mode26
11 roles
1
5
5
Green 1 Yellow 5 Red 5

Scientific & Financial Computing

Development
46.6 /100
Mean46.6
Median41.7
Mode42
10 roles
4
6
Green 4 Yellow 6 Red 0

Frequently Asked Questions

Which specialism is safer from AI — QA & Testing or Scientific & Financial Computing?
Scientific & Financial Computing (Development) averages 46.6/100 across 10 roles, while QA & Testing (Development) averages 25.4/100 across 11 roles — a 21.2-point gap.
How do QA & Testing and Scientific & Financial Computing compare on zone distribution?
QA & Testing has 1 Green, 5 Yellow, and 5 Red zone roles. Scientific & Financial Computing has 4 Green, 6 Yellow, and 0 Red zone roles. A higher proportion of Green zone roles indicates better overall AI resistance.

Useful Resources

Personal AI Risk Assessment Report

What's your AI risk score?

We're building a free tool that analyses your career against millions of data points and gives you a personal risk score with transition paths. We'll only build it if there's demand.

No spam. We'll only email you if we build it.

The AI-Proof Career Guide

The AI-Proof Career Guide

We've found clear patterns in the data about what actually protects careers from disruption. We'll publish it free — but only if people want it.

No spam. We'll only email you if we write it.