See how one real opportunity changes with AI
This is one sample from the Career Hub: the same opportunity before and after AI, what stays, what changes, and what to learn next. Sign in to see the full map matched to you.
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Electrician, before AI and now.
Electrician
Before
Traditionally a licensed building trade centered on pulling wire, bending conduit, and wiring panels, switches, and fixtures to code, learned through a 4-5 year union or non-union apprenticeship. Work was almost entirely hand-tool and paper-blueprint based.
Source snapshot
U.S. source snapshot reviewed 2026-10-09: BLS reports 821,000 electrician jobs in 2025, not a count of local openings today. Most electricians learn through an apprenticeship, and most states require a license.…
Saved research, not live data. Source dates vary; a dated figure describes that period.
Where AI takes it
AI design tools are entering electrical planning before the build: Augmenta's Construction Platform automates planning the protective paths that carry wires and coordination inside building-design software (Revit) and claims work that took contractors six to eight weeks per phase can be done in days, with the first AI-designed electrical system built at Mt. Hope Elementary School in Lansing, Michigan by C&R Electric.…
- Projected growth
- +9% (BLS OOH projection for 2025 to 2035; source reviewed 2026-10-09). A forecast is not a guarantee.
Sources: U.S. Bureau of Labor Statistics, O*NET Saved source snapshot
One sample here. Your whole map once you sign in.
The whole map, not one sample
This page shows one job. Signed in, Career Hub shows your map of paths: jobs, trades, and businesses that fit you, each with the same before and after AI view.
Skills you have actually proved
Skill games and practice reps record what you can already do. Proven skills sharpen your matches, so the map gets more accurate the more you play.
Lessons picked for you
Learning Zone gives you one next lesson at a time, tuned to where you are. Nothing to script and no special wording to learn.
It keeps learning you
You set it up once. Every session tells it a little more, so your next step keeps getting closer to the right one. Your answers stay yours.
What stays private
This preview reads no personal information at all. Once you have an account, your answers and your progress stay yours. An organization you belong to sees group trends, never anyone’s private answers.