$ cat jobs/principal-data-scientist-af-group-cee5b58c4ec9.json
Principal Data Scientist
SUMMARY: The Principal Data Scientist is a highly experienced individual contributor who serves as a technical authority in applying advanced analytics and machine learning to complex P&C insurance problems, including underwriting, pricing, and risk selection. This role owns the end‑to‑end analytical lifecycle, from problem formulation and model development through deployment, monitoring, and governance. Partners closely with Actuarial, MLOps, and IT to deliver scalable, production‑ready solutions. The Principal Data Scientist ensures long‑term model performance through rigorous validation, drift monitoring, and audit‑ready documentation, while advancing analytical best practices and evaluating emerging techniques relevant to commercial P&C insurance. RESPONSIBILITIES/TASKS: Acquires, organizes, and cleanses structured and unstructured data. Conducts in-depth analysis to uncover trends, risks, and business opportunities. Applies statistical modeling, machine learning, and advanced analytics to develop predictive and prescriptive solutions. Evaluate solution performance using statistically rigorous methods and measure the impact to business outcomes. Collaborate with MLOps and IT partners to transition solution prototypes from pilot validation into production environments. Ensures ongoing model health through post‑deployment monitoring, drift detection, and audit‑compliant governance practices. Creates and communicates results to senior level audiences of varying backgrounds, using business-facing presentations, reports, and dashboards. Author and maintain comprehensive technical documentation for data lineage, codebases, results, and production changes. Provides technical and project guidance, including peer review of work, for data science team. Leads the evaluation of new analytic tools and processes. Drivesinvestigation and adoption of advanced machine learning and AI innovations. EDUCATION: Bachelor’s Degree in Data Science, Statistics, Mathematics, Operations R
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