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Know AI. Prove It.

Is public health worth it with AI?

Keeping whole populations healthy through prevention, education and policy.

The short answer

No single measure can answer that, so here is what the public data shows. The US government's crosswalk of college majors to jobs links public health to 4 occupations the Bureau of Labor Statistics projects. Through 2035, 4 are projected to grow. One of them opens to a new graduate with a bachelor's degree and no experience: health education specialists. AI shows up first in entry level hiring, so the degree is worth most with proof you can direct AI and check its work.

Every job, with the numbersWhat to learn firstStart free: lesson 1

The jobs public health prepares you for

Grouped by how a graduate gets in, from the Bureau of Labor Statistics. Each job shows its projected change from 2025 to 2035, openings a year, median pay in 2025, and Microsoft Research's rating of how much of the work AI can assist (0 to 1).

Open to a new graduate

BLS: a bachelor's degree to enter, and no experience in a related job.

  • Health education specialists

    Outlook: up 5.6%Openings a year: 6,900Median pay: $64,070AI applicability: 0.17

After some experience

BLS: a bachelor's degree plus experience in a related job first.

  • Medical and health services managers

    Outlook: up 24.2%Openings a year: 62,300Median pay: $123,860AI applicability: 0.16

    Experience first: less than 5 years in a related job.

Needs a graduate or professional degree

BLS: a master's, doctoral or professional degree to enter.

  • Health specialties teachers, postsecondary

    Outlook: up 17.9%Openings a year: 24,900Median pay: $107,310AI applicability: 0.31

    Typical entry education: doctoral or professional degree.

Open without a bachelor's degree

BLS: less than a bachelor's degree to enter, so graduates compete with more applicants.

  • Community health workers

    Outlook: up 12.7%Openings a year: 7,000Median pay: $51,850AI applicability: 0.30

    Typical entry education: high school diploma or equivalent.

What these numbers do not mean: the crosswalk lists what a program typically prepares you for, and in its authors' words “It is not a record of the occupational outcomes of postsecondary instructional program completers.” The BLS outlook is a ten year projection of total jobs, revised every year. Microsoft's rating measures how much AI can assist the work; “Our metrics should not be misconstrued or misrepresented as measuring the ability of AI to replace jobs.”

Why entry level is where AI shows up first

Stanford's Digital Economy Lab found no widespread displacement, but employment for young workers in the most AI exposed jobs has fallen 19 percent behind comparable peers (August 2026). Read the study.

The share of full-time job postings on Handshake that mention AI nearly doubled in a year, to 4.2 percent, and pessimism among seniors rose from 46 to 62 percent in two years (April 2026). Read the report.

The graduate who arrives able to direct AI on real work, and to catch it when it is wrong, is doing the part of the entry level job that is still growing.

What to learn before you graduate

Three things every employer now looks for: giving AI a task clearly, checking what it hands back before anyone relies on it, and knowing when not to use it. Most students are not taught this: only 28 percent of the Class of 2026 said their program had meaningfully integrated AI (Handshake, April 2026). GAGE teaches it in plain language, and the first lesson is free.

Start free: lesson 1See the whole program
Direct it. Catch it. Prove it. (56 s)

Show an employer you can do it

A course certificate says you finished. At GAGE you explain each idea back in your own words and it is graded against the lesson, so your record shows what you understood. An employer can check it with one link.

Other majors in health

Already working? See where your job can lead.

Questions

Is public health worth it with AI?
No single measure can answer that, so here is what the public data shows. The US government's crosswalk of college majors to jobs links public health to 4 occupations the Bureau of Labor Statistics projects. Through 2035, 4 are projected to grow. One of them opens to a new graduate with a bachelor's degree and no experience: health education specialists. AI shows up first in entry level hiring, so the degree is worth most with proof you can direct AI and check its work.
What jobs can I get with a public health degree?
Public health typically prepares you for community health workers, health education specialists, health specialties teachers, postsecondary and medical and health services managers. That list comes from the NCES crosswalk, which describes what a program prepares you for, not what graduates actually go on to do, and some of these jobs need experience or another degree first.
What should public health students learn about AI before graduating?
Three things every employer now looks for: giving AI a task clearly, checking what it hands back before anyone relies on it, and knowing when not to use it. Most students are not taught this: only 28 percent of the Class of 2026 said their program had meaningfully integrated AI (Handshake, April 2026). GAGE teaches it in plain language, and the first lesson is free.

Sources

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