Data Scientist - Cohort Modeling

JOB 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.

QUALIFICATIONS



* Minimum of a Bachelor's Degree, preferably in Statistics, Mathematics, Analytics, or Computer Science.

Advanced degree in Statistics or Predictive Analytics is strongly preferred.


* 5+ years of predictive analytics experience, preferably in the insurance industry, with demonstrated experience in cohort modeling.


* Understanding of business challenges; ability to design analytical solutions using advanced modeling techniques, including cohort modeling, and synthesize insights for business decision-making.


* Intermediate knowledge in statistical analysis and multivariate procedures.

Knowledge of Machine Learning techniques, AI, and cohort modeling is ...