Data Scientist

3 days ago

Bengaluru, India Chaitra Soft Full time

About the Role :We are seeking an experienced and passionate Data Scientist with deep expertise in deep learning, medical imaging, and hands-on experience with foundation models. This is a technical contributor role where you will work at the intersection of healthcare and artificial intelligence, building innovative AI solutions that transform medical diagnostics, workflows, and patient outcomes. You will play a key role in designing and developing cutting-edge AI/ML algorithms for image analysis, segmentation, classification, anomaly detection, and generative tasks in Magnetic Resonance Imaging (MRI). Project roles and responsibilitiesKey Responsibilities : - Lead end-to-end development of deep learning models for medical imaging tasks - from data curation and preprocessing to model training, evaluation, and deployment.- Explore and fine-tune foundation models (e.g., vision transformers, multimodal models like CLIP, BioGPT, MedSAM) for use in diagnostic and clinical imaging applications.- Drive research and prototyping of novel architectures for image segmentation, detection, and generation (e.g., UNet variants, GANs, autoencoders, diffusion models).- Collaborate cross-functionally with radiologists, product managers, software engineers, and regulatory teams to ensure clinical relevance, robustness, and compliance.- Contribute to the development of scalable ML pipelines, model interpretability tools, and performance monitoring systems.- Publish findings in peer-reviewed journals or conferences and represent the company at scientific and industry forums.- Mentor junior data scientists and guide the team on best practices in model development, validation, and Qualifications : - PhD or master's degree in computer science, Biomedical Engineering, Applied Mathematics, or a related field.- 5+ years of experience in data science or machine learning, with at least 3 years focused on medical imaging.- Strong experience in deep learning frameworks (TensorFlow, PyTorch) and model architectures for computer vision.- Practical exposure to foundation models, including prompt engineering, fine-tuning, and domain adaptation.- Proven ability to work with 2D/3D imaging datasets (DICOM, NIfTI), and medical imaging toolkits (e.g., MONAI, SimpleITK, ITK SNAP).- Expertise in evaluation metrics specific to medical imaging (Dice, IoU, AUC, etc.) and experience working with imbalanced datasets.- Solid understanding of healthcare data compliance (HIPAA, FDA, MDR) and medical device AI/ML lifecycle.- Excellent problem-solving, communication, and leadership skills.Preferred Qualifications : - Publications or patents in AI for healthcare or medical imaging domains.- Experience with PACS/RIS systems, HL7/DICOM standards, and clinical workflows.- Familiarity with LLMs or multimodal generative models in a clinical context.- Exposure to MLOps, model deployment, and on-device inference optimisation (e.g., TensorRT, ONNX, OpenVINO). (ref:hirist.tech)

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