Assistant Manager - Analytics\..RBG - Analytics
INR 1200K-2500K (estimate) Mid-level Full Time
Tasks
- Analyze datasets for patterns and anomalies
- Analyze liability portfolio for revenue opportunities
- Apply statistical techniques for business problem solving
- Build campaign targeting models
- Build data pipelines for analytics use cases
- Build predictive analytics models
- Create marketing attribution insights
- Design AI powered solutions with large language models
- Develop and deploy machine learning models
- Execute portfolio management strategies and track results
- Extract, clean, and transform datasets
- Generate and track cross sell leads
- Integrate AI models and APIs into banking platforms
- Monitor and refine model performance
- Perform ad hoc analytics and present results
- Perform feature engineering
- Present insights and recommendations to stakeholders
- Present results to senior management
- Translate analytical outputs into business insights
- Translate business requirements into analytical models
- Use prompt engineering and fine tuning
Perks/Benefits
- N/A
Skills/Tech-stack
Adobe Analytics | Churn Prediction | Classification | Clickstream | Clustering | Customer Propensity | Customer Segmentation | Customer propensity modeling | Data Pipelines | Embeddings | Feature Engineering | Google Analytics | LLM APIs | Langchain | Language Models | Large Language Models | LightGBM | Machine Learning | Model Monitoring | Next Best Product | NumPy | Pandas | Power BI | Prompt engineering | Propensity Modeling | PySpark | PyTorch | Python | R | RAG | Recommendation Systems | Regression | Retrieval-Augmented Generation | SQL | Scikit-learn | Spark | Tableau | TensorFlow | XGBoost
Education
Roles
AI | AI Engineer | Assistant | Assistant Manager | Data Scientist | Engineer | Learning Engineer | Machine Learning Engineer | Manager | Scientist
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