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Data Analytics Manager (ml) - Insurance 80k

Hong Kong, Hong Kong, Hong Kong Island
Last update 2024-05-23
Expires 2024-05-22
ID #2152020091
600,000 HK$
Data Analytics Manager (ml) - Insurance 80k
Hong Kong, Hong Kong, Hong Kong Island,
Modified May 12, 2024


Data Analytics Manager (ML) - Insurance 80k Save job My client is a leading insurance company who is hiring a data analyst (manager grading) focusing on Machine learning solutions for customer data analysis. Collaborate with an Agile Scrum team to develop machine learning models that empower precision marketing, including real-time targeting, click-through rate optimization, and conversion uplifts. Build a staff attrition model to identify early alerts on utilizing sales performance and customer portfolio data. Develop proactive retention strategies for top sales personnel. Work with external institutions to generate complementary data insights through model co-development projects, adhering to regulatory guidelines and internal standards. Clear projects on AI model governance, ensuring compliance with the latest regulatory guidelines and the organization's internal standards. Apply network graph analysis to examine relationships among SME companies, downstream transactions, and associations with high net worth individual customers of the bank. Upgrade marketing models and enrich customer-centric data blueprint for a global life insurance group client. Develop customer propensity models using machine learning techniques and alternative data sources, achieving significant performance uplifts in response rates. Utilize a range of tools and technologies, including Python, Tensor Flow, Keras, Scikit-Learn, XGBoost, Catboost, Auto ML, SAS, SQL, Tableau, and Excel VBA, to perform statistical modeling, regression analysis, data visualization, and more. Mentor junior team members and collaborate with offshore teams for model validations, reviews, and data cleansing projects. Stay up to date with the latest advancements in data science and contribute to the continuous improvement of data analytics methodologies and practices within the organization. Requirements: Minimum of 5-8 years of experience in advanced data analytics, machine learning, and data-driven applications, preferably in the insurance industry. Strong expertise in developing and implementing machine learning models for precision marketing, customer analytics, and risk management. Experience in projects on client segmentation, customer analytics and data science applications Degree holder in Computer Science, Engineering, Statistics or related disciplines Programming skills in Python, R, SQL etc. and data visualization tools Experience in Cloud data platform (AWS, Azure etc.) will be an advantage Strong cross-functional collaboration and communication in both technical and business accents. Excellent communication skills in both Cantonese and English Fluent in English and Cantonese, with conversational skills in Mandarin. Salary: HKD45,000 - HKD65,000 per month + medical, sick leave, bonus Are you interested in launching your career with a world-leading specialist in professional recruitment? Gain valuable experience, expert training, and the opportunity to make a positive impact across the globe.

Job details:

Job type: Full time
Contract type: Permanent
Salary type: Per annum
Occupation: Data analytics manager (ml) - insurance 80k
Min. Salary: 400000

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