Technical understanding of, and experience in, anti-cheat or anti-fraud, including basic knowledge of game cheat tools such as game bots, memory editing tools, packet modification, and speed hacks Knowledge of software runtime analysis, debugging, and security testing techniques, security auditing practices, and underlying software defects that routinely result in security vulnerabilities. Knowledge of, or experience in, analyzing abnormal activity from data, logs, and reports Basic working knowledge of log analysis tools, such as Splunk SPL, SQL (for example, Snowflake), or other similar tools.