Data Scientist, Analytics CoE
Job Description
Key responsibilities include:
Work with stakeholders across the organization to identify opportunities for leveraging data to drive business solutions.
Analyze, develop and deploy machine learning and optimization models for enhancing upsell/ cross sell, improving customer segmentation, aid product development, marketing techniques and business strategies.
Assess the effectiveness and accuracy of new data sources and data gathering techniques.
Develop custom data models and algorithms to aid solving business problems.
Ideate and develop A/B testing frameworks for testing business hypothesis and testing model quality.
Coordinate with different functional teams to implement models and monitor outcomes.
- Develop processes and tools to monitor and analyze model performance and data accuracy.
Job Requirement
- Maths / Economics / Analytics related qualification or if candidate has very relevant work experience)
- 2-3 years’ experience in an analytics role with some specific experience in advanced analytics project. Experience in financial industry (bank/insurance) will be at an advantage but other analytics intensive industries like telecom will also be considered.
- Experience in statistical modeling, machine learning, data mining, unstructured data analytics in corporate and/or academic research environments
- Experience in statistical and other tools/ languages – e.g. R, Python, SQL, Tableau, Java, Scala
- Good familiarity with relational databases and hadoop infrastructure
- Hands on experience in classification models, cluster analysis, neural network, non-parametric methods, multivariate statistics
- Aptitude to learn, think creativity to solve real world business problems, and work in a collaborative team environment
Income Insurance Limited
Income Insurance Limited (Income) is one of the leading composite insurers in Singapore, offering life, health and general insurance.
Established in 1970 as the only insurance co-operative in Singapore to plug a social need for insurance, Income is now a public non-listed company limited by shares, which continues to serve the protection, savings and investment needs of individuals, families and businesses today.
Its lifestyle-centric and data-driven approach to insurance and financial planning puts Income at the forefront of innovative solutions that empowers better financial well-being for all.
Income also extends true care to Singaporeans through diverse social causes.
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