Principal Data Scientist (Customer) | HK Talent Engage
Published 2024-04-24 16:00:00
Job description
Client Details
Our client is a well-known Insurance company in Hong Kong
To cope with their business growth, they are currently hiring a Principal Data Scientist as a senior member of the advanced analytics team to perform customer analytics, develop and scale innovative NLP/ML/DL algorithms to normalize data insights from unstructured data, which focus on marketing, customer & sales journey. The candidate is strong in communication who can line up data with dots, storytelling to the leaders for facilitating business decisions of the group.
Description
- Work closely with business teams to identify needs and develop data-driven solutions that drive growth
- Hands-on with advanced customer analytics facilitating effective targeting, segmentation, identification of cross-sell / up-sell opportunities, retention, marketing program optimization, operational efficiencies and inforce management
- Design, develop, and deliver end-to-end Machine learning and deep learning model,
- Develop and scale innovative algorithms to derive data insights from unstructured data
- Write test scripts to ensure the quality and reliability of the code/ model
- Turn data into insight, make presentation/ storytelling to the senior leaders for facilitating business decisions
- Work closely with IT to support ongoing Azure cloud migration concerning analytics data validation to maintain ata integrity
- Be upbeat with the trends in the analytics, emerging technologies and GenAI space; collaborates with the team to incorporate new ideas and tools in current and future strategies
Profile
- Degree in Computer Science, Data Science, Engineering, Statistics or relevant disciplines
- At least 5+ years experience as Data Scientist
- Experienced with advanced customer analytics
- Experience in end to end machine learning and deep learning model design and development, capable in turning data into insight for customer targeting, segmentation, cross-sell/up-sell, retention, campaign/ marketing analysis etc.
- Experience with at least one machine learning library (Keras, Tensor flow, Caffe, or PyTorch)
- Hands-on with Python
- Experience in NLP, NER, Entity Disambiguation, and Information Extraction.
- Experience in data migraiton to cloud is a plus
- Experience with GenAI a plus
- Good understanding of data crawling, extracting, and processing (Scrapy, pandas, Map Reduce, SQL, Beautiful Soup, etc)
- Candidates from insurance background is highly preferred.
- Strong communication skills in Chinese and English (both spoken and written)
Job Offer
Our client provides attractive compensation and a sustainable career path.
To apply online please click the 'Apply' button below. For a confidential discussion about this role please contact Julee Thapaon +852 2848 4746.
Job particulars
- Job source
- CPjobs
- Job reference
- Engage-4107717
- Date published
- 24 Apr 2024
- Job keywords
- Insurance,Pension Funding (MPF),Information Technology,Bachelor Degree