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Job Description:
• Must have 12+ year of experience with 5+ years Project Lead
Domain & Functional
• Strong Pharma industry experience (commercial, sales & marketing, patient or medical analytics).
• Proven expertise in Next Best Action (NBA) and decisioning systems.
AI / Machine Learning
• Predictive modelling, classification, clustering, recommender systems, time series forecasting.
• Experience with models such as XGBoost, LightGBM, regression models, clustering techniques.
• Model evaluation, explainability (SHAP/LIME), and performance monitoring.
Programming & Data
• Python (advanced), SQL, PySpark
• API development using FastAPI / Flask
• Strong data engineering and feature engineering experience.
Platforms & MLOps
• Cloud platforms: AWS
• Data platforms: Databricks
• Containers & deployment: Docker, Kubernetes
• CI/CD for ML, model monitoring, retraining, and versioning.
GenAI (Good to Have)
• Experience with LLMs, prompt engineering, agent based systems
• Vector databases and embeddings.
Tools
• Git, JIRA/Azure DevOps, Airflow/ADF
• BI tools: Power BI / Tableau
Leadership & Soft Skills
• Strong stakeholder and client management skills
• Excellent communication and problem solving abilities
• Proven experience leading teams and delivering complex programs
• Ownership mindset with accountability for outcomes
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