Detection engineers design and refine detection content inside SIEMs, EDRs, and other security tools to ensure the right alerts fire for the right behaviors. High-quality detection engineering reduces false positive rates and ensures coverage against the latest threat techniques. Poor detection coverage means threats go undetected; overly broad detection rules generate noise that overwhelms SOC analysts.