Data Scientist
AXA HONG KONGHong kongUpdate time: March 20,2020
Job Description
Opportunities:
- Act as the technical data expertise in the team on model advising, with great flexibility on implementing state-of-the-art data science solution on your own way, to various business problems
- Your data science applications will be used to revamp the current business model, which will have a significant impact to the company & the industry
- You will consistently engage with Head / C-level stakeholders directly on your innovative idea & data science solutions
- Pioneer in the technical aspect of insurance industry with the use of sophisticated machine learning technique, e.g. customer analytics, underwriting, pricing
- Flexible working pattern, e.g. work from home
- Knowledge share among group data science community with big support
Responsibilities:
- Develop advanced AI / machine learning solutions leveraging shallow & deep learning technique for advanced analytics
- Handle end-to-end AI project development
- Drive improved business decision by leveraging different data science applications, e.g. model prediction, price sensitive analysis, AI recommendation system
- Develop & maintain various performance dashboard
- Set-up the Data science capability (incl. tools, platform and team) within the department to steer innovative project and campaign to support New Business growth over the plan period
- Assess opportunity to improve underwriting and commercial pricing using advanced Data Science tools and methodology
- Leverage and interact on regular basis with Group and Regional Data Science community to get the best practices on boarded for AXA HK Life department
- Help lead initiatives & communicate with stakeholder in driving data science revolution in traditional insurance industry
Qualification:
- 4+ years' experience as data scientist / engineer or 5+ years' experience as data analyst
- Knowledge of programming language: Python (must-have), R
- Experience in leading data science projects
- Experience in building & deploy large scale machine learning models, e.g. randomforest, xgboost, lightgbm, LSTM, Bert, etc
- Experience in any big data & cloud solution is a plus, e.g. HIVE, spark, Hadoop, Azure or AWS, etc
- Experience in API is a plus
- Candidate with less data science background but process strong data engineer knowledge is welcomed
- Strong organizational, problem solving & fast learner
- Strong communication skills to interact with senior management at local / regional / group level
- Able to work independently as well as a good team player, efficient & minimal mistake tolerance
- Good command of business English, both in written and spoken form
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