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research ability, scholarly productivity, and strong communication and collaboration skills. Python proficiency and experience with modern machine-learning frameworks are desirable. Additional
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3. Strong programming skills in Python, R, SQL, or related languages 4. Experience with omics data, pharmacogenomics data, drug databases, biomedical ontologies, knowledge graphs, or large-scale
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models; or precision medicine 2. Strong programming skills in Python, R, SQL, or related languages 3. Experience with omics data, pharmacogenomics data, drug databases, biomedical ontologies
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learning; representation learning; or biomedical AI 3. Strong programming skills in Python and experience with modern deep-learning frameworks such as PyTorch, TensorFlow, or related tools 4
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programming, robust optimization, or simulation; statistical data analysis and quantitative modeling; Python and modern scientific/data-analysis workflows; Proven record of experience in analysis of