• Review and approve CRM migration datasets before production deployment by validating completeness, consistency, and overall data quality. • Review production data updates and validate SQL scripts before execution to ensure large-scale changes are safe and correct. • Develop automated validation queries that detect missing records, duplicate entities, broken relationships, and other integrity issues across migrated datasets. • Compare source CRM exports with Dwelly data to verify successful migration and investigate discrepancies. • Analyse unexpected migration results, identify root causes of inconsistencies, and work with engineers to resolve complex data issues. • Identify recurring migration issues and help improve migration processes, validation tooling, and overall data quality standards.

• Independently completes routine actuarial and/or analytics processes with limited supervision. • Provides quantitative support for product development, financial analysis, management reporting, and other actuarial and/or analytics research, with direction. • Extracts and integrates data from various databases to analyze and develop reports and spreadsheets. • Capable of independently handling all aspects of routine filing preparation where standard actuarial support is required. • Assist in the training and development of other actuarial and/or analytics talent and may act as a peer mentor. • Analyze pricing, reserving, or corporate profitability and capital management data. • Analyze company and industry experience as required. • Design and prepare special reports and other data compilations as requested. • Understands and draws inferences from data being collected. • Communicate with internal and external customers to discuss analysis results. • Analyze, compile, and perform competitive analysis. • Prepare preliminary recommendations under supervision. • Prepare and present actuarial and/or analytics findings to management and business partners. • Provide support on routine insurance department inquiries. • Monitor compliance with ISO, NCCI, State Rating Bureau filings, and SOX and recommend actions. • Maintain pricing, reserving, or corporate capital management systems. • Perform liaison function between systems and actuarial department. • Prepare and maintain documentation for existing processes. • Adhere to peer review guidelines. • Perform other projects and assignments as directed. • Employees are expected to meet the essential functions of their role, including maintaining regular, predictable and reliable attendance and adhering to their assigned work schedules. • Communicate effectively with internal and external stakeholders using appropriate channels, including phone, email, teams, and in person interactions as required. • Ability to maintain sound judgement and attention to detail while managing multiple priorities under pressure in a fast-paced environment.

• Develop and execute product strategy for business intelligence and insights • Build actionable reporting to communicate business impact • Own cross-product revenue breakdown • Conduct customer research across personas and industries • Collaborate closely with product teams to ensure data quality

• Analyze user behavior and large-scale datasets to identify patterns, issues, and opportunities for improvement • Design, run, and analyze A/B tests to evaluate product changes and measure impact on key business metrics • Define and validate metrics that reflect both user experience and business outcomes • Build dashboards, reports, and data tools to support decision-making across teams • Partner with customers, engineering, product, and business teams to translate insights into product improvements • Work with SQL, Python, and distributed data systems to process and analyze large volumes of data