AI Career Diagnosis

A few minutes to match your skills against real AI roles and get a personalized report.

Planning an AI career path works better backwards from real roles than forwards from generic advice. This diagnosis maps the skills you already have against live AI role profiles — each with its own weighted skill requirements, salary range and demand score — and ranks your top three matches by fit. Instead of telling you to "learn AI", it shows which specific roles your current stack is closest to, and exactly which skills separate you from each of them.

The result is a personalized AI career roadmap: role matches with skill-match percentages, a radar view of your gaps against the target role, a market snapshot with salary and demand data, and a 7-30-90 day action plan to start closing the gaps. The whole diagnosis takes a few minutes, runs locally in your browser and needs no account — answer the three short steps below to generate your report.

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Step 1 · Your background

Diagnosis FAQ

How the AI career path diagnosis works and what to do with it.

What does an AI career path actually look like?

For most people it is a staged transition, not a leap: keep the strengths of your current role, close one or two high-leverage skill gaps, build portfolio evidence, then move laterally into an AI role and grow from there. The report above shows this concretely — your closest roles, the exact gaps to close and a 7-30-90 day plan. For the long-form version with role-by-role routes, read our AI career path guide.

How does the diagnosis work?

In three short steps you pick your background, mark the skills you have (and the ones you want to learn), and choose a goal and timeline. The tool then scores your profile against real AI role profiles — weighted skill requirements, salary ranges and demand scores — and ranks the three roles where your current stack goes furthest. Everything runs in your browser; nothing is uploaded to a server.

How is this different from the AI career quiz?

The AI career quiz measures how ready you are to start a transition — technical foundation, time, finances and motivation — and returns a single readiness score. This diagnosis assumes you have decided to move and answers a different question: which specific AI role should you target, and what exactly do you need to learn to get there? Taking the quiz first, then running this diagnosis, works well.

What should I do after getting my report?

Start with the 7-day actions in your report — they are deliberately small. Then turn the diagnosis into a structured plan: the learning path page converts it into a three-stage roadmap with resources, and Paths for Everyone shows transition routes from specific backgrounds like yours. Re-run the diagnosis whenever your skill stack changes.