Data architects
65NOT A FORECAST90%
Data Architects are the visionary builders of the digital age, crafting the frameworks that enable organizations to harness the power of data. In a world increasingly driven by information, their expertise ensures that data systems are efficient, scalable, and aligned with business goals, making them crucial for the success of any data-driven initiative.
THE DOOR: ENTRY DIFFICULTY TODAY, graded A (easy) to E (extremely hard). A Careermash rule-of-thumb index built from our AI exposure index and the job's moat class. It is not a forecast and not a count of job openings.
AI EXPOSURE TODAY is a Careermash index from 0 to 100 of how exposed this job's everyday tasks are to AI today. We estimate it by matching published research on how people use AI to this job, usually by keyword or subject area, and we lower it where the work is protected (for example by physical, personal or legal requirements). It is not a direct measurement of how much people in this job use AI.
Organisations known to employ people in this area of work. This is not a list of current vacancies.