Pros
Excellent opportunities for research output, with strong support for publishing in high-impact journals like Scientific Reports and pursuing patents. Good access to compute resources for GPU-accelerated deep learning work. Encourages interdisciplinary projects across healthcare AI, computer vision, and IoT, which helps build a diverse publication record. Faculty Development Programs and conference exposure are genuinely useful for academic growth.
Cons
Research roles often come bundled with significant administrative responsibilities like exam coordination and student mentoring, which eats into research time. Stipend and compensation for JRF/Research Assistant roles can feel low relative to the workload and output expected. Work-life balance can be inconsistent during publication deadlines or academic cycles. Career progression and clarity on long-term roles beyond the PhD can be vague.