Nice-to-have: Demonstrated experience deploying AI security solutions, guardrails, and defences for AI systems used by customers; a personal interest in sports, exchanges, or trading; certifications such as DSOP, CKS, CISSP, CCSP, CSSLP, or an AWS/Azure/GCP Security Specialty; a track record of security automation at scale in Agile/Scrum environments; direct experience with regulators/examiners on technology and system safeguards; and familiarity with event contracts, prediction markets, or similar novel futures products under CFTC.