3+ years of experience in product management in messaging, communications platforms, healthcare SaaS, or adjacent domains shipping customer-facing products at scale BA/BS Degree required Experience in gathering business insights and identifying trends from data Ability to use data to inform and support critical decisions SQL skills highly preferred Hands-on with LLM/AI products (prompt design, tools/integrations, evaluation, red-teaming, safety guardrails) and clear criteria for human escalation Ability to write clear PRDs and sequence complex deliveries Proven ability to lead cross-functional teams, influence without authority, and communicate crisply with executives and customers