Technical Discipline: Data Analytics and Tools

Data Analytics and Tools is the discipline focused on transforming aviation safety data into meaningful, mission‑driven insights. As the FAA embraces modernization of its platforms, the discipline empowers aviation safety and business process experts to directly shape analytical solutions. These technologies lower the barrier to entry for data integration, workflow automation, and tool development, enabling subject matter experts with deep operational and safety knowledge to partner with the data science community in designing, building, and governing the capabilities that support their mission. In this evolving environment, the discipline extends beyond traditional data science. It emphasizes the strategic alignment of people, processes, and accessible technologies to ensure that those closest to the safety mission can rapidly develop and refine the tools they rely on.

The expertise in this discipline guides this transformation by ensuring that safety‑critical expertise remains at the core of development efforts, establishing governance frameworks, and integrating FAA safety data in ways that maintain rigor, consistency, and enterprise‑level safety intelligence. This work accelerates the deployment of integrated, user‑driven analytical capabilities across the FAA and strengthens collaboration with industry, other government agencies, standards organizations, and internal teams. By equipping mission‑focused experts with intuitive, powerful platforms, the FAA enhances its ability to identify safety trends, understand risk factors, improve operational performance, and support timely, informed decision‑making across the aviation ecosystem.

Thomas Stafford is FAA's Senior Technical Specialist for Data Analytics and Tools. Mr. Stafford can be reached at thomas.stafford@faa.gov.

Last updated: Friday, February 27, 2026