Workers with compliance backgrounds find no entry path into AI roles
12 posts across 10 communities since Jul 2026; 17% from r/careerguidance.
“I have been working in different warheouses for 15 years and I'm tired of manual labor. I just want an office career that won't be over taken by AI. I was considering becoming a data analyst or software dev but there are too many layoffs”
“Eh - those are also the jobs that are being pulled back on right now. I think the tides are turning for health tech. The main problem is that most of the companies are run by former healthcare people, not tech people, so they cheap out and outsource too much of the tech side and…”
“I have zero experience in healthcare. At this time I cannot manually handle over 10 lbs nor stoop due to a chronic condition, and I prefer the background scene.”
Professionals, particularly in fields like law librarianship and marketing, are expressing anxiety about job security due to automation (AI) and funding cuts. They're actively exploring alternative career paths, including healthcare roles, museum exhibition work, and dental hygiene, seeking stability and a sense of purpose.
SOURCES (12)
“I am a new graduate PA of this August who is waiting to start my career in primary care in November, since graduation I have been working as a medical domain AI trainer for data annotation. My job is completely remote, I can start/stop whenever…”
“I have been working in different warheouses for 15 years and I'm tired of manual labor. I just want an office career that won't be over taken by AI. I was considering becoming a data analyst or software dev but there are too many layoffs submitted by /u/holycrap100 [link] [comments]”
“Eh - those are also the jobs that are being pulled back on right now. I think the tides are turning for health tech. The main problem is that most of the companies are run by former healthcare people, not tech people, so they cheap out and outsource too much of the tech side and then wonder why it’s vaporware and they have to staff up so hard on the Ops side. It’s also why the product jobs are on the lower range, but I’ve been seeing positive trends in the right direction as they realize they ne”
“I live in a country where the main open jobs in clinical research are operative things like data management. However, I’ve seen that this field is being impacted by AI already. Since I am interested in Clinical Research, but have no relevant experience in the field yet, **what would you say is a good alternative to CDM**? I currently work in complaints for a medical device company, so I think my main assets to switch is the regulatory experience in the industry. I have a degree in food engineeri”
“All the nurses in my department got fired and replaced by medical assistants. This was a clinic setting. It won’t be long before a company sells this “nonprofit” hospital system an IA version of a medical assistant. Then say goodbye to most of the MAs in this clinic. So maybe not all nurses but some of the lower level healthcare employees will definitely be replaced.”
“Im debating pivoting to the medical field some how. I have no idea what, though. I got my BA right before AI exploded. Any suggestions? submitted by /u/Dearest_Lillith666 [link] [comments]”
“I have a healthcare operations + compliance background (HIPAA, payer side) and AIGP, and I’m trying to understand what the actual hiring bar looks like right now for these roles. I guess I'm looking to see what job titles people are actually getting hired under and how much formal “AI governance” experience is companies expecting vs. domain experience and if there's anything that surprised you during the interview process? i would appreciate honest experiences from people currently in th”
“AI which btw has been a tremendous force in improving efficiency across the healthcare industry. Care to elaborate?”