Analyze commercial P&C insurance rates, filings, competitors, loss ratios, portfolios, and regulatory requirements. Build rating plans, support rate and form filings, respond to regulatory objections, and monitor product performance. Use SQL and PostgreSQL for data analysis, Metabase for dashboards, and dbt for data transformation. Collaborate with actuarial, underwriting, compliance, product, and engineering teams to translate insights into pricing and product decisions.