Expand Partnership Analytics, collaborate with cross-functional teams to analyze data and identify growth opportunities and data monetization.
Designing and implementing data analytics project, assess model performance and recommend improvements with good governance to business unit, channel or business partners.
Data Exploratory Analysis (EDA), performing feature engineering, model train, validate, and test using various algorithms, and hyperparameter tuning as needed.
Evaluate model performance using relevant metrics and select the best performing model for deployment.
Collaborate with IT and Enterprise Data Solutions teams to streamline data pipelines and ensure data availability for the initiatives.
Communicating technical concepts and insights to non-technical audiences through visualizations, reports, and presentations
Staying up-to-date with the latest business requirement and model optimization
Project Documentation
Qualifications
Bachelor's or Master's degree in computer science, data science, statistics, or a closely related field is required.
At least 5 years of data science or machine learning experience in banking, insurance, or financial services. Proven project track record and benefits from previous experience.
Advanced SQL knowledge and experience with relational databases, query authoring (SQL), NoSQL, and working familiarity with a variety of databases.
Solid understanding of programming languages such as Python or R.
Expertise in machine learning, NLP libraries or deep learning techniques such as pythainlp etc
Experience with API development and deployment, preferably with frameworks such as Flask, Django, or FastAPI.
Experience with model integration to cloud platforms such as AWS, Azure, or Google Cloud.
Technical Documentation and presentation skill.
Skills
NoSQL
Data Science
Python
Amazon Web Services (AWS)
Django
Functions
Information Technology (IT)
Job Overview
Job Type:
Full-Time
Company
Generali
7 active jobs
Industry:
Other
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