Description

• Build predictive models and analytic solutions, including cohort models, with minimal supervision to support underwriting and marketing functions within Chubb
• Assist in brainstorming potential data sources that may contain predictive variables for cohort analysis. Identify, acquire, evaluate, and document data from various internal and external sources
• Collaborate in extracting and manipulating data using data management tools, focusing on cohort segmentation and tracking from internal and external sources
• Understand and combine data from multiple sources to create analytics data sets, including cohort-based datasets. Develop a strong working knowledge of how current systems and data sources are populated and sourced.
• Analyze data, draw meaningful conclusions, and assist in developing cohort-based solutions to help drive profitability and/or growth.
• Introduce novel methodologies, algorithms, tools, and technologies-including cohort modeling techniques-to solve assigned problems.
• Communicate and present findings, including cohort insights, to business partners to ensure successful integration of projects into business processes. Proactively follow up on any issues raised during presentations.
• Participate in developing solutions to implement models, including cohort models, into production. Work with IT in the design and testing of models.
• Support business requests requiring statistical analysis, including cohort segmentation and performance tracking.
• May lead a small team of direct reports (1-2 analysts): create goals, oversee projects on a regular basis, and provide timely feedback.
• Provide training, guidance, and assistance to colleagues on cohort modeling and related analytics techniques.
• Collaborate with other analytics teams (e.g., Applied AI, Emerging Risks) to achieve objectives, including cohort-based analyses.
• Build partnerships with key counterparts to advance cohort modeling initiatives.
• Monitor the performance and usage of models, including cohort models. Ensure that reports suit the needs of the audience.
• Create and maintain clear and concise documentation associated with models, including cohort modeling processes and outcomes.