Postdoctoral Researcher in Computational Ophthalmology & AI

University of Miami; United States; On-site; USD 70,000 - 95,000; Full time

Job summary

The University of Miami, Bascom Palmer Eye Institute, invites applications for a Post Doctoral Associate in Miami, Florida. The role focuses on advanced AI/ML research in ophthalmology, including computational methods applied to imaging and EHR data, with a goal to improve diagnosis and prognosis.

Ideal candidates hold a PhD and have hands-on experience with deep learning libraries (TensorFlow, PyTorch, scikit-learn, Keras) and ML techniques such as CNNs, Transformers, and LLMs, as well as

Qualifications

• PhD required in a relevant field with strong research experience.
• Experience in AI/ML methods for biomedical data and imaging.
• Ability to analyze and model EHR and retinal imaging data.
• Knowledge of developing CNNs, Transformers, LLMs, VLMs, and Foundation Models.

Responsibilities

• Develop machine learning and data mining models including CNNs, Transformers, LLMs, VLMs.
• Create RAG models and agentic AI for ophthalmology research.
• Analyze EHR and retinal imaging data for automated screening and prognosis.
• Publish research reports and develop analytical tools to support decisions.

Skills

Python

R

TensorFlow

PyTorch

scikit-learn

Keras

CNNs

Transformers

LLMs

VLMs

RAG models

Education

PhD required

PhD in computer science / data science

Tools

Google TensorFlow

PyTorch

scikit-learn

Keras

Job description

The University of Miami, Bascom Palmer Eye Institute, invites applications for a Post Doctoral Associate in Miami, Florida. The role focuses on advanced AI/ML research in ophthalmology, including computational methods applied to imaging and EHR data, with a goal to improve diagnosis and prognosis.

Ideal candidates hold a PhD and have hands-on experience with deep learning libraries (TensorFlow, PyTorch, scikit-learn, Keras) and ML techniques such as CNNs, Transformers, and LLMs, as well as