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SeaportAI
Deep Learning Engineer
SeaportAI
Chennai•Hybrid•0-3 Yrs•Jul 2
Job description
Healthcare AIMedical ImagingAI Solutions
Overview
Deep Learning Engineer – Healthcare AI (0–5 Years). Design and train deep learning models for medical imaging, diagnostics, and predictive healthcare analytics. Collaborate with clinicians, product teams, and data scientists to translate healthcare problems into AI solutions.
Responsibilities
- Design and train deep learning models for medical imaging, diagnostics, and predictive healthcare analytics
- Collaborate with clinicians, product teams, and data scientists to translate healthcare problems into AI solutions
- Work with real-world healthcare data (images, time-series, EHR), ensuring regulatory compliance (e.g., HIPAA/GDPR)
- Contribute to model deployment pipelines, optimizing performance in production environments
Qualifications
- Proficient in PyTorch or TensorFlow
- Strong Python skills with experience in NumPy, Pandas, and scikit-learn
- Experience with CNNs, RNNs, transformers, and self-supervised learning
- Exposure to medical images (e.g., DICOM), tabular EHR, or time-series signals
- Knowledge of model versioning, deployment tools (e.g., ONNX, Docker), and performance monitoring
- Ability to build practical solutions in resource-constrained, noisy data environments
Nice to have
- Familiarity with medical standards (e.g., ICD codes, HL7)
- Experience in Kaggle/healthcare AI competitions