Software Engineer
AI Resilience Score
Your role has good resilience - AI will change how you work but not replace what you do.
For context: Nurses score 90 (highly resilient). Bookkeepers score 28 (low resilience). Most roles fall between 40-70.
AI writes code now — but it still can’t build the right thing
AI coding assistants can handle boilerplate, tests, and documentation. But system architecture, understanding user problems, and making trade-off decisions remain firmly human. The role is evolving fast, not disappearing.
AI Will Handle
- • Writing boilerplate code
- • Generating unit tests
- • Documentation generation
AI Will Assist
- • Code review and refactoring
- • Debugging complex systems
- • Technical research
Stays Human
- • System architecture decisions
- • Cross-team collaboration
- • Understanding user requirements
- • Mentoring junior developers
Key Drivers
What to do
Focus on architecture, system design, and understanding user problems. These are the skills AI can’t replicate.
This assessment is based on market-wide data for Software Engineer.
Your actual AI risk depends on your specific employer, your skills, your seniority, and your industry.
And it changes. Every month, new AI tools launch. Your employer makes decisions. The market shifts.
That’s why monitoring matters.
AI is changing how you work. Staying informed keeps you ahead.
New tools are reshaping your role
AI assistants, automation, and intelligent platforms are becoming part of your daily toolkit. The people who adapt fastest get the most value.
Your employer is investing in AI
Companies are rolling out AI across functions. Understanding how it affects your team - and your position - is a strategic advantage.
Your value is shifting
The tasks you're paid for today may not be the same in two years. The skills that stay valuable are judgment, leadership, and creative problem-solving.
Talent Risk monitors all of this. Every month. Personalised to your exact role, employer, and career trajectory.
Get your personalised AI risk assessment
This page shows the market average. Your real risk depends on your employer, your skills, your seniority, and your trajectory. Talent Risk gives you a personalised career health check-up — including AI risk — every month.
- Monthly career check-up with AI risk tracking
- Job offer analysis — is it worth the move?
- Contract review — know what you're signing
- Redundancy support — know your rights
- Salary benchmark — check anytime
- Risk assessment — see threats before they hit
- Recruiter message check — is it worth your time?
£79/year£39/yearEarly access
That's 75p a week
12 months, no ongoing commitment.
Based on World Economic Forum Future of Jobs 2025, IMF AI and Employment 2024