Data Analyst (Insurance)
About Capco
Capco, a Wipro company, is a global technology and management consultancy specializing in driving digital transformation in the financial services industry. With a growing client portfolio comprising of over 100 global organizations, Capco operates at the intersection of business and technology by combining innovative thinking with unrivalled industry knowledge to deliver end-to-end data-driven solutions and fast-track digital initiatives for banking and payments, capital markets, wealth and asset management, insurance, and the energy sector. Capco’s cutting-edge ingenuity is brought to life through its Innovation Labs and award-winning Be Yourself At Work culture and diverse talent.
Qualification
- Bachelor’s degree (Master’s degree preferred) in Computer Science, Engineering, Statistics, Mathematics
- With 3-7 years of experience as data analyst, data pipeline development or related.
- Experience analyzing existing data in the different data storage and create data inventory lists
- Has experience in executing Data Protection, Data Privacy, PDPA
- Has worked on Data Deletion and Data Anonymization
- Implemented data controls to comply with regulatory requirements
- Experience developing and architecting data & model pipeline with experience of the full lifecycle from prototype to production.
- Hands-on experience in development, deployment and operation of data technologies and platforms
- Preferably (but not limited to) Life Insurance industry
Key responsibility
- Create a repeatable and reusable data workflow & ML workflow for data ingestion, model training, evaluation, deployment, and maintenance
- Develop and train machine learning models and conduct model reviews to ensure model accuracy and useability
- Work with data architect and engineers to design and build a suitable environment for machine learning model training and refinement (e.g. involving data pipelines & benchmarking infrastructure)
- Work with data engineers to select the right data sets, algorithms, and modelling methods to develop, experiment, productionize and optimize ML models for a specific issue / problem against pre-determined success metrics
- Design and develop end-to-end pipelines for analytics solution delivery
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