Assistant Product Manager leading peers in data extraction and supporting scalability at Farmers. Collaborating across teams and utilizing actuarial knowledge in the P&C insurance industry.
Responsibilities
lead and guide peers in identifying potential new data sources and developing a more robust data extraction framework using Python and SQL to support future scalability and efficiency (20%)
lead development, improvement, and troubleshooting of premium change tools while guiding actuarial and analytics teams to optimize use and streamline data debugging (25%)
conduct training sessions to guide employees in navigating and extracting structured data from complex files using effective tools (10%)
extract and clean large datasets from sources such as Cloud data (Snowflake) and XML/JSON files (10%)
analyze internal loss ratio data and develop business proposal on rate and underwriting actions to ensure the state hits financial goals (15%)
utilize actuarial knowledge in P&C (Property and Casualty) insurance to interpret pricing tool outputs and investigate unexpected values (20%)
Requirements
Bachelor’s degree, or foreign equivalent, in Analytics, or a closely related field
5 years of experience in the job offered, or as a Product Analyst, or similar data science or pricing actuarial position
(In the alternative) Master’s degree, or foreign equivalent, in Analytics, or a closely related field, plus 2 years of experience in the job offered, or as a Product Analyst, or similar data science or pricing actuarial position
2 years of experience with: working in P&C insurance industry, including working within Personal Lines
automating data ingestion pipelines using Python and SQL to streamline preprocessing
using R, Snowflake, Jupyter Notebooks, SAS, and Git
developing a process to parse and extract specific data fields from structured XML and JSON files for further analysis
creating dashboards using Power BI and Plotly to communicate insights to stakeholders
developing and implementing pricing tools for personal lines using actuarial concepts and theories
analyzing large insurance datasets to identify trends, loss drivers, and segmentation opportunities
partnering with underwriting, product, and finance teams to align pricing strategies with business goals
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