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Where the openings are

60 role guides, each matched to the BLS occupation it belongs to, with its AI-exposure category, openings per year and projected change for 2025–35, median pay and the education BLS lists as typical to enter. Sorted by openings, so a new graduate can see where the jobs are.

Sources: BLS AI exposure categories, BLS Employment Projections 2025–35, BLS OEWS May 2025. National figures, all industries and levels; openings are not entry-level only. Several roles share one BLS occupation, and then share its figures.

1 of 60 roles where BLS lists “Some college, no degree”.

  • Bookkeeper Bookkeeping, accounting, and auditing clerks (43-3031)
    Openings / yr
    144,100
    Change 2025–35
    −5.6%
    Median pay
    $50,670

    AI exposure: Very high · Entry education: Some college, no degree

“An exposure category is not a forecast of employment growth or decline” (BLS). The categories are relative to other occupations. Each role guide names the occupation it uses and, where BLS has no exact match, why.