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Known healthcare brand, mid-level ML role, and Pune metro increase applicant competition.
Core ML skills transfer across industries, but healthcare domain preference raises sensitivity to medium.
Explicit 3-5 years requirement plus mandatory ML and deployment skills yields medium strictness.
Develop, evaluate, and deploy machine learning models for healthcare products within scrum teams of 2-4 people.
Identify and apply appropriate machine learning techniques and ensure adherence to best practices in modeling, coding, and statistics.
Contribute to internal tools and uphold team standards while rigorously testing models and production code.
Bachelor's or Master's degree in Math, Computer Science, Data Science, Statistics, or related field.
3-5 years of professional experience in developing, evaluating, and deploying machine learning models.
Proficient in Python, SQL, and Unix.
Experience with deep learning neural networks, NLP or computer vision techniques is preferred but not mandatory.
Experience working in small agile teams and collaborating across technical and non-technical colleagues.
Strong focus on high-quality model deployment and adherence to coding and statistical best practices.
Background or strong interest in improving healthcare through machine learning applications.