Deep Learning Software Engineer
Core
Developing deep learning models and tools for retinal disease detection, severity classification, and disease progression prediction using biomedical images and clinical data.
Role type
Senior IC deep learning software engineer (medical image analysis)
Builds
Production ML models and mobile/web-based tools for clinical decision support
Domain
Biomedical informatics / Medical imaging
Deliverable
production ML models | product features
Required skills
Deep learning (CNNs, MLPs), medical image processing, Python, PyTorch, Keras, high-performance GPU clusters, statistical analysis, SVM, Random Forest, XGBoost, LightGBM
Preferred skills
Android/iOS/Web application development
Technologies
Python, PyTorch, Keras, Linux, Windows
Responsibilities
Develop deep learning models for retinal disease detection and severity classification; Build and optimize deep learning tools for deployment on Android/iOS/Web platforms; Develop algorithms for longitudinal progression prediction using genomic and clinical data
Seniority
Senior, hands-on IC