Senior Data Scientist, Classification & Discovery

Build and ship production-ready machine learning models for entity resolution, deduplication, and confidence scoring that convert raw telemetry into a living, queryable map of customer infrastructure. Own the full model lifecycle—deployment, monitoring, retraining triggers, and incident response—while creating model-serving and evaluation infrastructure with precision/recall tracking and drift detection. Work hands-on with Python, Kafka streaming, graph databases (Memgraph/Neo4j), and telemetry protocols (syslog, SNMP, OpenTelemetry).