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Job Description
Structured overview of role & requirementsAbout This Role
Design, develop, and manage the lifecycle of NLP, ML, and AI models for healthcare-related products and services.
Lead end-to-end AI/ML project development including data preparation, modeling, deployment, and performance monitoring.
Lead projects and mentor junior engineers while implementing cutting-edge AI/ML research and collaborating across teams.
Minimum Requirements
Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or related field.
3+ years of professional experience in AI/ML development and deployment.
Proficient in Python (pandas, numpy, SQL) and frameworks like Scikit Learn, TensorFlow, PyTorch.
Experience with full AI/ML project life cycle and exposure to RAG modeling using vector databases (Milvus, Chroma, FAISS).
Ideal Candidate Profile
Experienced in discriminative and generative AI model development including NLP, NLU, NLG, SLU, and multidimensional time series forecasting.
Capable of independently leading complex machine learning projects from conception through deployment within healthcare domain.
Strong skills in scalable ML architecture, optimization of GenAI models, and integrating frameworks such as Flask API/FastAPI.