Post Doctoral Associate Full Time (Ophthalmology Department) Bascom Palmer Eye InstituteMiami, FL
Core
Conducts scientific research in computational ophthalmology, developing AI models to analyze medical data for automated screening, diagnosis, and monitoring of eye diseases.
Role type
Post-Doctoral Associate (Research Scientist)
Builds
Production ML models and analytical systems for ophthalmology
Domain
Biomedical research / Computational Ophthalmology
Deliverable
production ML models
Required skills
Deep learning (CNNs, Transformers, LLMs, VLMs), Python, R, TensorFlow, PyTorch, scikit-learn, Keras, EHR data analysis, retinal imaging analysis, genetic/genomic data analysis, unsupervised clustering, manifold learning
Preferred skills
Experience with foundation models, agentic AI, RAG models
Technologies
Python, R, TensorFlow, PyTorch, scikit-learn, Keras, Google Tensorflow
Responsibilities
Develop machine learning and data mining models including deep CNNs, Transformers, LLMs, and VLMs; Analyze EHR data and retinal imaging for automated screening and diagnosis of eye diseases; Develop manifold learning and unsupervised clustering to identify disease phenotypes; Conduct research on specific areas of study as assigned; Prepare research reports and technical papers for publishing.
Seniority
Post-Doctoral (Early Career Researcher)
