7+ years of experience, including specialized healthcare policy, regulatory affairs, coding, reimbursement experience, or related fields, with demonstrated experience translating complex technical or policy topics into communications, thought leadership, or stakeholder-facing content. Analyze the capabilities of existing codes against the needs of clinical AI developers and other healthcare stakeholders, and identify coding gaps and alternatives, including coverage and payment approaches, that may drive changes to CPT.