Customer Data Analytics Manager (Full Stack)
Generali Insurance (Thailand) Public Company Limited11/10/2024
Full Time
5 - 10 Year
Bangkok and its Vicinity
Bachelor's Degree or Higher
Negotiable
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
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
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.
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.
- Provident Fund
- ค่าทำฟัน
- Work from home
- 5-day work week
- Social security
- Health insurance
- เงินกองทุนสำรองเลี้ยงชีพ
- Performance/results-based bonus
- Annual bonus
Generali Insurance (Thailand) Public Company Limited
The Generali Group is one of Europe’s biggest insurers by market capitalization and it ranks in the top five insurers in the world by global premium income. Generali employs over 60,000 employees worldwide.
Generali Thailand provides competitive remunerations and employee benefits in line with multinational operating in Thailand. We are committed to investing in a comprehensive training and development program for our staff. Now we are seeking for competent, enthusiastic and qualified candidates for the following vacancies: