7+ years of data engineering experience. Skilled in implementing data observability frameworks, designing robust data contracts, and optimizing data structures for performance and scalability. Software development skills in Go, JVM-family, Python, and/or Node.js languages with cloud-native architectures. Experience manipulating, processing, and extracting value from medium-to-large scale datasets, especially relevant if cybersecurity or industrial data. Knowledge of integrating cloud and on-premises technologies in industrial environments, with deployments on Kubernetes and Docker. Experience with message queuing, stream processing on deployable infrastructure. Detailed domain familiarity and prior experience in at least one data-heavy field / product market segment, especially relevant if knowledgeable in cybersecurity threat detections, threat intelligence, or ICS/OT operations.