Assistant Manager - Analytics (Mashreq Global Network Pakistan)
Tasks
- Build campaign targeting and marketing attribution models
- Build chatbot and intelligent assistant tools
- Build customer segmentation and churn prediction models
- Create feature engineering strategies
- Create next best product recommendation models
- Deploy predictive analytics models
- Design and develop large language model solutions for banking
- Develop machine learning models for digital banking use cases
- Ensure analytics data pipeline efficiency
- Evaluate digital campaign performance with analytics
- Extract clean and transform datasets for analytics
- Integrate AI models and APIs into banking platforms
- Monitor model performance and refine algorithms
- Perform prompt engineering and model fine-tuning
- Present insights and recommendations to stakeholders
- Translate business requirements into analytical models
Perks/Benefits
- N/A
Skills/Tech-stack
Adobe Analytics | Chatbots | Classification | Clickstream analytics | Clustering | Embeddings | Google Analytics | LLM APIs | Langchain | Language Models | Large Language Models | LightGBM | Machine Learning | NumPy | OpenAI API | Pandas | Power BI | Prompt engineering | PySpark | PyTorch | Python | R | RAG | Recommendation Systems | Regression | Retrieval-Augmented Generation | SQL | Scikit-learn | Spark | Tableau | TensorFlow | XGBoost
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
Assistant | Assistant Manager | Data Scientist | Engineer | Learning Engineer | Machine Learning Engineer | Manager | Scientist
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