How AI is changing the job you want.
Reference roles for students and new grads, each with the skills it asks for, a typical US pay range, and an AI exposure estimate. For a real opening, scan the posting.
Static data, not a live labor-market feed. Reference data reviewed Jul 2026. Ranges vary by city, company, and level.
50 job scans shared publicly. Browse them →8d ago someone scanned a AI Product Analyst posting. See it →
Start with the role you have in mind.
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What each number means, and what it does not.
AI exposure
Our 0–100% estimate of how much AI changes the role, set when the reference data was last reviewed. Over 70% is high, 30–70% is medium, under 30% is low. It describes the role in general, not your job or a specific posting.
Typical US range
An approximate annual pay band for the role in the US, not a quote from live postings. City, company, and level move it in both directions.
Demand outlook
The projected change in the number of these jobs over several years. It is not a raise and not a yearly figure.
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