What employers ask for, by role

For 37 common roles we read current postings on company career sites and counted what they ask for: tools, skills, years of experience, remote work and degrees. Updated November 4, 2026.

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Engineering

Data

Product & Design

Marketing

Sales & Customers

People & Operations

Finance