Find an AI-proof next move
You’re more transferable than you think.
We ranked 12 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
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.
Data Scientist → Physical Therapist
From Data Scientist to Physical Therapist
A data scientist who has lost the gratification of problem-solving now that AI drafts the models and writes the SQL, and craves tangible work where their hands and judgment still matter.
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 guideQA Tester → Elevator Mechanic
From QA Tester to Elevator Mechanic
A QA tester watching AI generate test cases, write scripts, and shrink QA headcount through shift-left automation, now planning an exit to a licensed, physically grounded trade while they still have runway.
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