Senior Data Scientist

2 weeks ago

Pune, India DeepTek Full time

Job Description We are looking for a Senior Data Scientist who is passionate about working in the healthcare AI domain. This role will involve collaborating with cross-functional teams, including senior data scientists, application developers, and radiology experts, to develop and refine AI solutions for medical imaging. You will gain hands-on experience working on advanced projects and research opportunities in Computer Vision and Deep Learning. Lead the design, development, and optimization of deep learning models for medical image analysis, including tasks like segmentation, classification, object detection. Provide technical leadership and mentorship to junior data scientists and engineers, fostering best practices in research methodology, coding standards, and documentation. Perform advanced error analysis, bias assessment, and domain generalization studies to ensure robustness across diverse populations and imaging devices. Guide data storage, pre processing and annotation strategies, collaborating with clinical experts to ensure data quality and clinical validity. Collaborate cross-functionally with radiologists, regulatory teams, and product stakeholders to align AI development with clinical requirements and compliance standards. Experience ~3+ years in Data Science/Machine Learning Strong programming skills in Python and familiarity with data science and image processing libraries (e.g.,Strong fundamental knowledge of machine learning, computer vision and image processing Hands-on experience with deep learning frameworks like Keras or PyTorch. Demonstrated experience with both CNNs and transformer-based architectures (e.g., Strong background with model evaluation and error analysis. Ability to bridge data science with engineering tasks, ensuring smooth integration of AI models into production workflows. Hands-on experience with model optimization techniques (e.Hands-on experience with containerization tools like Docker Experience with domain adaptation, and robustness strategies for cross-site/cross-device generalization. Experience with scalable backend development for AI applications Bachelor’s or Master’s degree in Computer Science, Data Science, Machine Learning, Statistics, or a related field. ai

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