Healthcare Sector Growth: Opportunities in Radiology, Nursing, Allied Health.

Published on 05/30/2025Hiring & Talent Acquisition Insights

Job Market Analysis Update: CS to Healthcare Transition

The trend of individuals, particularly those with a background in Computer Science (CS), moving into healthcare professions is becoming more and more evident. Educators in the Bay Area community college and Cal State systems are seeing this shift, and it seems to be picking up speed.

Hot Skills, Tools, and Qualifications:

  • Primary Qualifications:
    • Associate's Degrees/Certification Programs: This is the most common entry point. Specific programs include:
      • Radiology Technology (Rad Tech)
      • Dental Hygiene/Assisting
      • Nursing (Associate Degree in Nursing - ADN)
      • Allied Health prerequisites leading to various technician/assistant roles (e.g., Medical Technologist/Assistant).
    • Bachelor's Degrees: For roles like Registered Nurse (Bachelor of Science in Nursing - BSN).
    • Advanced Certifications/Degrees (Post-Bachelor's): For roles like Nurse Practitioner (NP), which often require additional schooling on top of an existing Bachelor's, even if it's unrelated, followed by nursing-specific education.
  • Implicit Skills:
    • Adaptability and a willingness to re-skill.
    • Resilience for demanding patient-facing roles.
    • Strong academic performance in prerequisite science courses.
  • Key Drivers (Reiterated & Confirmed):
    • Job stability and perceived security.
    • Resistance to outsourcing (physical presence required).
    • Less immediate threat from AI for physical tasks.
    • Increasing demand due to an aging U.S. population.
    • Current shortages in many healthcare worker categories.

Potential Job Opportunities & Resume Touting Directions:

  • Identified High-Demand Roles:
    1. Radiology Technologist (Rad Tech): Frequently mentioned, especially in high-cost areas like the Bay Area.
    2. Registered Nurse (RN): Via ADN or BSN pathways.
    3. Dental Hygienist/Assistant: Another common 2-year program target.
    4. Medical Technologist/Assistant: Broad category accessible via associate's degrees.
    5. Allied Health Professions (General): Encompasses a wide range of support roles in healthcare.
    6. Elder Care Sector: Specifically highlighted for guaranteed increasing demand.
  • Resume Touting Directions for CS Switchers:
    • Objective/Summary: Clearly state the target healthcare role and the motivation for the career change, emphasizing a commitment to patient care and the stability of the healthcare sector.
    • Education: Prominently feature the new healthcare-related associate's degree, certification, or completed prerequisite coursework.
    • Skills:
      • Highlight transferable skills from CS: analytical thinking, problem-solving, attention to detail, ability to learn complex systems and protocols, data interpretation (if applicable).
      • Emphasize any "soft skills" developed: teamwork, communication (if project work involved customer/stakeholder interaction).
    • Experience: If transitioning directly from CS, focus on project work or roles that demonstrate responsibility, diligence, and the ability to master new domains. Any volunteer work in healthcare settings should be highlighted.

Expected Earnings:

  • Radiology Technologists (Bay Area): Reported earnings of $100,000 - $130,000 per year. This is a strong draw for CS graduates who are used to potentially high, but recently more volatile, tech salaries.
  • Other Allied Health/Nursing Roles: While specific figures for other roles weren't detailed in this particular discussion beyond "decent," they are generally perceived as offering competitive pay with better job security than the current tech market for many. Nurse Practitioners (NPs), requiring more advanced education, can command significantly higher salaries.

Overall Assessment: The shift from CS to specific healthcare roles, especially those accessible via 2-year programs, is a prominent trend driven by perceived stability, demand, and good earning potential in certain specializations like radiology technology. While these fields are becoming more competitive due to increased interest, they currently offer robust opportunities, particularly for those willing to undertake focused training. However, it's worth noting that these roles are demanding and not "easy paydays."

Origin Reddit Post

r/cscareerquestions

My friends who teach in the community college/Cal State system in the Bay Area say there are so many students switching out of CS and moving to healthcare fields.

Posted by u/SomewhereNormal915705/30/2025
They said it is by far the most CS graduate going back to school and current students switching out of CS taking their classes. I suppose healthcare may end up even more competitive as there

Top Comments

u/Romano16
Just to ask ChatGPT “Is my patient having a stroke? Here are the current symptoms.”
u/Illustrious-Pound266
Good. This is what needs to be happening.
u/JustASrSWE
> If you always chase whats hot at the moment, then you’ll always be too late. I wish I could pin this to the top of this subreddit.
u/snakebitin22
Let them. They’ll find out that field isn’t an easy payday, either. Newsflash: There’s no such thing. Those of us who have been around long enough to know better will still be here kickin
u/TKInstinct
Might want to try vetting them better.
u/SomewhereNormal9157
Oh my chem PhD friends who teach said 1/3 their class some sessions are Rad Tech. Apparently in the Bay Area they make 100k-130k ish. So I guess it's decent. There are bottle necks they told
u/Illustrious-Pound266
What's different from tech is that you can't outsource healthcare jobs, AI is further away from doing physical healthcare work, and the US population is getting older.
u/BigShotBosh
Meh, it will never have the appeal of tech. People flocked to tech for the prospect of immediate six figure jobs while watching Netflix at home. Compounded by lack of any barriers to entry (
u/Kitchen-Shop-1817
>They said many are doing pre reqs for allied health, nursing, and medical school. Jobs like medical tech/assistant and nursing require only an associate’s or a bachelor’s. But med school
u/ThatDenverBitch
Yea, getting into a good medical school makes getting into a FAANG look like a cakewalk.
u/onlycoder
You can get some advanced nursing certifications with an NP, with 0-500 clinical hours and only an additional 3 years of school on top of an unrelated Bachelor's degree. If you start your own
u/Huge-Friendship-6924
Low level healthcare jobs are going to be the new CS in 5 years. Everyone I know who is switching out of CS is trying to get into some 2-years healthcare program like radiology tech or dental
u/Normal-Ad-6919
I don't want Redditors near my servers, but what can I do
u/Kitchen-Shop-1817
I agree. I see these kinds of insane takes online all the time—how they should “just become a doctor instead,” how leetcode interviews are harder than med school, etc. I never thought people
u/debugprint
That's also what happened in medicine to a great extent. 3.8+ science GPA, a year or more volunteering, unreal MCAT scores...
u/hemusK
That's fine, there's a huge shortage right now and quite frankly it matters more to have a glut of healthcare workers than SWEs. Ideally we'd abolish the residency cap so the high-level healt
u/Ok_Understanding9011
lol do you think most people working in healthcare taking abuse from patients and doing long hours are loving this field out of kindness?
u/TKInstinct
I do not want these people anywhere near a hospital or patients.
u/Drauren
The reality is there are always going to be smart kids who have no idea what they want to do who will chase whatever pays well with the least effort.
u/xlb250
Why not? It’s just a job. I chose CS major because it was easy money.
u/ByeByeBrianThompson
The one thing about healthcare, especially elder care, is that it's the field with guaranteed increase in demand provided there isn't a complete collapse of the economy. The rich world includ
u/a_wildcat_did_growl
Just wait until you find out about why most doctors are in the field!
u/throwaway10015982
>CS students switching to premed are in for a world of pain. I honestly feel like computer science is actually one of the easier STEM majors. Medical students are fucking hardcore, anatom
u/TKInstinct
I'd be surprised if WebMD didn't eventually come out with an AI chatbot.
u/SomewhereNormal9157
I am an EE and I took pre reqs for med school. I also did very well on the MCATs but decided to go into tech because I saw the potential two decades ago. If I were to do it today, I probably

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