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Careers

Original research on how tech hiring works now, and practical steps for getting into AI and automation roles.

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    Explore careers.

    Careers covers how people get into tech and AI roles today, using our own research alongside published data. We read live job ads and employers' careers pages, track how hiring and screening change from year to year, and turn what we find into practical steps: choosing a direction, building proof of what you can do, and preparing for the tests and interviews that decide. Each article links its sources and, where we collected the data ourselves, offers the dataset and methods so you can check the work and explore it with your own AI assistant.