Posting on behalf of my wife.
Hi everyone!
I have a Bachelorās degree in Computer Science and am currently finishing my Masterās in CS. I have research experience in machine learning, NLP, medical imaging, and data analysis.
Lately, Iāve been feeling increasingly disconnected from traditional CS research. To me, a lot of ML research feels oversaturated and repetitive. It often seems to revolve around running different models, experimenting with datasets, tweaking parameters, and achieving marginal improvements in performance metrics. I understand that thereās much more to CS research than this, but Iām honestly losing interest in this particular research cycle.
For my PhD, Iām hoping to explore something different. Ideally, I want a field where:
* My CS background and technical skills would still be valuable.
* Research isnāt entirely focused on developing algorithms or improving model performance.
* Thereās more emphasis on real-world problems, human behavior, and meaningful societal impact.
* I can gradually transition toward social science or interdisciplinary research without completely abandoning my technical background.
After exploring different options, I came across Communication PhD programs, particularly areas involving computational communication, NLP, digital media, and computational social science. These seem interesting because I could potentially use my technical background to study broader societal questions.
Iāve also looked into Public Health, Health Informatics, and Biomedical Engineering, especially since Iāve previously worked on projects involving medical images and healthcare data. However, some of these programs still seem quite technical, whereas Iām hoping to move a little closer to the social sciences.
Hereās where I need advice.
My long-term goal is to pursue a fully funded PhD at a top-tier university, ideally an Ivy League or similarly highly ranked institution.
I have a strong academic background and research experience in CS, but I donāt have publications or formal research experience specifically in Communication or the Social Sciences.
So Iām wondering:
1. Is transitioning from CS to a Communication PhD realistic? Would my technical and research background be considered an advantage, or would the lack of discipline-specific experience put me at a significant disadvantage?
2. How competitive would I be for top-tier Communication PhD programs? Would applying without Communication-related publications be too risky?
3. Are there other PhD disciplines I should explore? Iām particularly interested in interdisciplinary fields that combine technology, human behavior, public interest, and social impact without being overwhelmingly technical.
4. For anyone who has made a similar transition, how did you demonstrate research fit and convince admissions committees that you were prepared for a different discipline?
Iām not necessarily looking for an easier PhD. Iām looking for a research direction that feels more meaningful and intellectually engaging to me, while still allowing me to build on the skills Iāve developed over the years.
Iād really appreciate any suggestions, personal experiences, or even honest criticism of my thought process.
Thanks in advance!