Find an AI-proof next move
You’re more transferable than you think.
We ranked 20 careers by how hard they are to automate, and how quickly someone from tech can get there. Start with where you are now.
Start by entering your current tech role.
Top resilience scores
The advice changed
For years the advice was “just learn to code.” Then code learned to write itself.
The instinct to retrain wasn’t wrong. The destination was. Pattern thinking, systems sense, staying calm when something breaks: everything you built in tech still counts. It just pays off best in work a model can’t do, and that’s the work we rank here.
Why PivotFromTech
Career advice that respects your intelligence.
Scored against real research
Every score aggregates academic automation-exposure studies, BLS outlook, and major AI-impact reports, normalized to one 0 to 100 scale, with citations.
A path from where you are
Step-by-step transition guides written for tech roles specifically. We translate your experience into the language each field uses.
Honest about the tradeoffs
Real pay bands, retraining time and cost, physical demands. We name the pay cut instead of hiding it, so you can plan calmly.
Transition guides
From your role to a calmer one.
Software Engineer → Registered Nurse
From Software Engineer to Registered Nurse
Mid-career software engineer anxious that AI writes more of their code each year and wants stable, human work.
Read the guideUI/UX Designer → Dental Hygienist
From UI/UX Designer to Dental Hygienist
A UI/UX designer watching generative design tools eat entry-level work, who values lifestyle, flexibility, and a career that can't be automated away.
Read the guideIT Administrator → Electrician
From IT Administrator to Electrician
An IT administrator who automates tasks for a living, can see automation and AI collapsing the headcount of their role, and is pragmatically planning an exit while they have runway, wanting durable in-person demand and a clear licensing path.
Read the guideProduct Manager → Commercial Airline Pilot
From Product Manager to Commercial Airline Pilot
A burned-out product manager tired of reorgs and layoffs, who wants tangible work with clear stability and has savings to invest in retraining.
Read the guideThe newsletter
Honest, data-backed pivot guides while you plan your exit.
One or two emails a week. Real numbers and named tradeoffs, without the hype. Unsubscribe anytime.

The hardest part is starting. So start small.
Take the 4-minute fit check. No account or résumé required. You’ll just get a clearer sense of where you could go next.

