AI-Resilient Skilled Trades Jobs

HVAC work earns a "Resilient" label because the heart of the job, things like brazing pipes, installing compressors, and troubleshooting unpredictable system failures on the spot, requires physical skill and real-world jud...

Aircraft mechanics are labeled "Resilient" because the heart of this job, which includes physically inspecting engines, climbing scaffolds, and test flying aircraft, simply cannot be handed off to AI. These hands-on tasks ...

Industrial machinery mechanics earn the "Mostly Resilient" label because the physical heart of the job, things like disassembling equipment, welding broken parts, and troubleshooting problems on the factory floor, is incre...

Security and fire alarm installation is labeled "Mostly Resilient" because the core of the job is deeply physical and hands-on. Drilling, mounting, running cable through walls, and wiring systems on real job sites all requ...

Mobile heavy equipment mechanics land in "Mostly Resilient" because the physical, hands-on core of the job (climbing on machinery, replacing transmissions, fitting parts in tight spaces) is extremely difficult for AI or ro...

Electrical power-line installers and repairers are labeled "Mostly Resilient" because the physical, high-skill core of this job (climbing poles, splicing cables, and working on live wires in tough conditions) is still far ...

Maintenance and Repair Workers are labeled "Mostly Resilient" because the hands-on, physical side of the job (grabbing tools, diagnosing problems in person, and fixing equipment on the spot) is still very difficult for AI ...

Automotive Service Technicians land in the "Mostly Resilient" category because the hands-on, physical side of the job (tearing apart engines, replacing parts, and adjusting components) is still very hard for AI or robots t...

Avionics technicians are "Mostly Resilient" because the heart of this job, installing, wiring, soldering, and certifying aircraft systems, demands certified human judgment and steady hands that AI simply cannot replicate. ...

This career earns a "Mostly Resilient" label because the heart of the job, physically mounting equipment, pulling cables, and troubleshooting systems in real homes and businesses, requires hands-on human skill that AI simp...

Automotive body repair is labeled "Mostly Resilient" because the hands-on work at the heart of this career, including hammering out dents, welding, painting, and fitting panels, still requires skilled human judgment and ph...

This career holds up well against AI because the core work is deeply hands-on and unpredictable, requiring real human judgment, physical dexterity, and on-the-spot problem solving that robots and software simply cannot rep...

Tire repairing and changing is labeled "Mostly Resilient" because while AI and robotics are starting to show up in shops (like the SmartBay robot that can handle mounting and balancing), humans are still needed for the han...

This career holds up well against AI because the physical, hands-on work (hauling tools, holding parts, cleaning equipment, and working in messy, unpredictable spaces) is genuinely hard for machines to replicate. AI is ste...

This career holds up really well against AI because the most important parts of the job, like physically splicing wires, replacing components, and making hands-on repairs inside complex vehicles, simply cannot be done by s...

Geothermal Technicians land in the "Mostly Resilient" category because so much of the job is physical, unpredictable, and hands-on in ways that AI simply cannot replicate. Think about crawling through a hot attic, brazing ...

This career holds up well against AI because the heart of the work is physical and unpredictable. Climbing poles, pulling cable, and troubleshooting problems at real-world job sites are things a robot simply cannot do reli...

Farm equipment mechanics are labeled "Mostly Resilient" because the hands-on, physical parts of the job (like welding, crawling under muddy machinery, and listening to an engine to diagnose a problem) simply cannot be done...

RV service technicians are "Mostly Resilient" because the heart of this job is physical, hands-on work that AI simply cannot do, like replacing panels, diagnosing problems under the hood, and working directly with customer...

This career holds up really well against AI because the core work, which involves physically inspecting, diagnosing, and repairing high-voltage equipment in substations and powerhouses, still requires human hands, eyes, an...

This career earns a "Mostly Resilient" label because the hands-on, physical work at its core, like pulling apart a carburetor, diagnosing a stubborn valve, or torquing bolts on a small engine, is exactly the kind of messy,...

Medical equipment repairers earn the "Mostly Resilient" label because the heart of their work, physically installing, calibrating, and repairing life-critical machines like MRI scanners and ventilators, still requires skil...

Automotive glass installation is holding up well against AI because the core work, cutting adhesives, lifting heavy curved glass, and making sure everything seals safely, still requires human hands, judgment, and physical ...

This career is labeled "Mostly Resilient" because the hands-on, physical work at its core, like disassembling motors, rewinding coils, and adjusting components, still requires human skill and judgment that AI simply cannot...