Stop Loss Data Modeler
- Role
- Data Engineering
- Experience
- Senior
- Employment
- Full-time
Open to US only. Set where you work from to check your eligibility.
No BS summary
Senior financial/data modeller for stop-loss and reinsurance products. Needs ~5+ years building complex Excel financial models and working knowledge of healthcare reinsurance/stop-loss/captive insurance. Remote within the United States (US work authorization expected).
Core skills
Required skills
Optional skills
Stop Loss Data Modeler Remote - United States Position Summary This role is responsible for building, maintaining, and improving the financial tools and models that support pricing, rating, and reporting for our stop-loss, reinsurance, and captive programs. This role will collaborate with the actuarial and underwriting teams in support of our goals What will your job entail? Job Responsibilities: Build, maintain, and improve financial models and analytical tools supporting actuarial pricing, manual rating, and reporting for stop-loss, reinsurance, and captive programs Translate the data currently being collected into usable and actionable initiatives, and assist with the development, collection, organization, and reporting of additional data meaningful for the firm Support initiatives to automate and standardize Excel-based tools, including the application of AI to speed up calculations, quality checks, and data organization Update and maintain rating templates and rate calculators used by the underwriting team for new and renewal business Perform quality checks and validate the outputs of financial models against source data Assist in tracking cost drivers, trends, and portfolio-level metrics across stop-loss and captive programs Collaborate with actuarial, underwriting, finance and sales teams to gather requirements for tools, templates, and reports Prepare and maintain clear documentation for financial models, tools, and related processes Support ad hoc data requests and analyses for the Chief Actuary and Actuarial Directors Maintain and expand working knowledge of healthcare reinsurance, stop-loss, and captive insurance concepts Education/Experience/Skills: Bachelor's degree in finance, mathematics, statistics, economics, or a related field 5 years of relevant experience in financial modeling, data analysis, or a similar function Background in healthcare reinsurance, stop-loss, and/or captive insurance strongly preferred Advanced Excel skills, with experience building and maintaining complex workbooks, financial models, and related analytical tools Experience using AI tools (e.g., Claude, ChatGPT) to support data analysis, modeling, or process improvement will be heavily weighted Familiarity with data manipulation and analytics tools (e.g., SQL, Power BI, Tableau) a plus Strong attention to detail and accuracy Strong interpersonal skills (written and verbal) Committed team player, comfortable supporting senior actuarial staff as needed Ability to manage multiple priorities and work independently Ryan Specialty is an Equal Opportunity Employer. We are committed to building and sustaining a diverse workforce throughout the organization. Our vision is an inclusive and equitable workplace where all employees are valued for and evaluated on their performance and contributions. Differences in race, creed, color, religious beliefs, physical or mental capabilities, gender identity or expression, sexual orientation, and many other characteristics bring together varied perspectives and add value to the service we provide our clients, trading partners, and communities. This policy extends to all aspects of our employment practices, including but not limited to, recruiting, hiring, discipline, firing, promoting, transferring, compensation, benefits, training, leaves of absence, and other terms, conditions, and benefits of employment. How We Support Our Teammates Ryan Specialty seeks to offer our employees a comprehensive and best-in-class benefits package that helps them — and their family members — achieve their physical, financial, and emotional well-being goals. In addition to paid time off for company holidays, vacation, sick and personal days, Ryan offers paid parental leave, mental health services and more. The target salary range for this position is $112,000.00 - $140,000.00 annually. The wage range for this role considers many factors, such as training, transferable skills, work experience, licensure and certification, business needs, and market demands. The pay range is subject to change and may be modified in the future. Full-time roles are eligible for bonuses and benefits. Please contact us to request an accommodation at HR@Ryansg.com The above is intended to describe this job's general requirements. It is not to be construed as an exhaustive statement of duties, responsibilities, or physical requirements. Nothing in this job description restricts management's right to assign or reassign duties and responsibilities to this job at any time. Reasonable accommodations may be made to enable individuals with disabilities to perform essential functions. Posted: 2026-07-27T00:00:00.000Z
What you'll do
- Build, maintain, and improve financial models and analytical tools supporting actuarial pricing, manual rating, and reporting for stop-loss, reinsurance, and captive programs
- Translate the data currently being collected into usable and actionable initiatives, and assist with the development, collection, organization, and reporting of additional data meaningful for the firm
- Support initiatives to automate and standardize Excel-based tools, including the application of AI to speed up calculations, quality checks, and data organization
- Update and maintain rating templates and rate calculators used by the underwriting team for new and renewal business
- Perform quality checks and validate the outputs of financial models against source data
- Assist in tracking cost drivers, trends, and portfolio-level metrics across stop-loss and captive programs
- Collaborate with actuarial, underwriting, finance and sales teams to gather requirements for tools, templates, and reports
- Prepare and maintain clear documentation for financial models, tools, and related processes
- Support ad hoc data requests and analyses for the Chief Actuary and Actuarial Directors
- Maintain and expand working knowledge of healthcare reinsurance, stop-loss, and captive insurance concepts
What they require
- Bachelor's degree in finance, mathematics, statistics, economics, or a related field
- 5 years of relevant experience in financial modeling, data analysis, or a similar function
- Background in healthcare reinsurance, stop-loss, and/or captive insurance strongly preferred
- Advanced Excel skills, with experience building and maintaining complex workbooks, financial models, and related analytical tools
- Experience using AI tools (e.g., Claude, ChatGPT) to support data analysis, modeling, or process improvement
- Familiarity with data manipulation and analytics tools (e.g., SQL, Power BI, Tableau) a plus
- Strong attention to detail and accuracy
- Strong interpersonal skills (written and verbal)
- Ability to manage multiple priorities and work independently
- Experience using AI tools (e.g., Claude, ChatGPT) to support data analysis, modeling, or process improvement will be heavily weighted
Benefits
- Comprehensive benefits package including paid time off for company holidays, vacation, sick and personal days
- Paid parental leave
- Mental health services
- Eligibility for bonuses and benefits for full-time roles
- Reasonable accommodations for individuals with disabilities
- Paid time off for company holidays, vacation, sick and personal days
- Eligible for bonuses and benefits
- Comprehensive benefits package; see https://benefits.ryansg.com/
Ryan Specialty is a dynamic and fast-paced environment where innovation and collaboration drive our success. If you are a strategic thinker with a passion for driving results and fostering teamwork, we want to hear from you! • Ryan Alternative Risk, Credit Solutions, a division of Ryan Specialty, is a managing general underwriter focused on delivering innovative credit insurance solutions for institutional investors. We specialize in structuring and underwriting transactions across credit wraps, fund finance, NAV lending, structured credit enhancements, and other complex risk-transfer strategies. • Our team combines deep expertise in credit markets with a research-driven, team-oriented approach to underwriting. We partner with banks, asset managers, and insurers to create bespoke solutions that address evolving market needs. As part of the Ryan Specialty platform, we operate at the intersection of institutional scale and entrepreneurial agility, guided by a culture that values innovation, collaboration, and excellence.