Use of AI data in insurance pricing entails regulatory review by state departments of insurance. When a carrier intends to use Nearmap data in its rates, both the carrier’s own actuaries and state insurance regulators can come back with various questions and/or objections. Many are predictable and specific: how was ground truth for an attribute determined, what do the goodness-of-fit metrics look like on held-out data? Others have never been asked before and have yet to be fully answered. You will be the actuarial voice inside Nearmap’s and our customers’ rate filings. Working with our AI and Computer Vision team, you will build a library of validation materials behind every Nearmap attribute and score used in rating, produce exhibits and memos for state DOI review, and answer regulator objections with analysis that holds up under scrutiny.  This is a customer-facing actuarial role, not a back-office one. You will report into Insurance Product and work alongside our regulatory affairs owner, who owns regulator relationships and submission mechanics, so your time goes to the analysis and the defense of it.  Key Responsibilities You’ll own and defend the filing evidence: Coordinate on and collaborate with cross functional teams to produce the filing materials for each Nearmap attribute and score used in rating: model memos, validation and accuracy metrics, and the actuarial exhibits that go into a submission. Document and maintain what each state requires for model validation, including details on state-by-state confidentiality and trade secret treatments, ensuring Nearmap consistently produces exhibits that satisfies the NAIC checklist for model filings   Turn model outputs into the evidence that filings need, such as model validation metrics, coverage rates, distributional analysis, bias and fairness testing, and by-state breakdowns. Lead the analytical response to regulator objections, working with our regulatory affairs owner on strategy, framing, and submission, and join calls with departments of insurance to explain methodology and results directly. Manage administration of Nearmap’s filings including creating and maintaining SERFF accounts and keeping good records of all Nearmap filing materials and exchanges. You'll work directly with customers: Advise on which attributes are filing-ready and which carry approval risk and build supporting materials to enable the GTM teams and customers ahead of time. Partner with carrier actuarial and pricing teams on how Nearmap data is best implemented in their rating plans. Collaborate with pre-sales to support data tests and lift analyses that demonstrate predictive value and help turn the results into something a filing can use. You'll make the next filing cheaper than the last: Build reusable validation templates and exhibits so each new carrier program costs less effort than the one before it. Establish product requirements for new products and scores before they ship that makes them “filing ready” immediately upon release.  
