Practical proficiency in Python and SQL to parse FIX messages and system logs, query trading data, reconcile CAT and TRF reporting, automate control checks, and produce reproducible analysis supporting incident investigations and Client inquiries. Required Qualifications Hands-on technology compliance, risk, audit, or oversight experience within a broker-dealer, ATS, exchange, or comparable securities-market organization, with the ability to personally execute day-to-day responsibilities.