Knowledge**: Experience in the Architecture, Engineering, and Construction industry; familiarity with industry standards (IFC, COBie, gbXML, CityGML, LandXML, UniFormat, OmniClass)* **Cloud Services**: Experience with AWS strongly preferred (EC2, ECS, Lambda, API Gateway, S3, DynamoDB, RDS)* **Database Architecture**: Experience with Snowflake, relational databases, NoSQL; understanding of data modeling best … practices* **Event-Driven Architectures**: Kafka or Kinesis; exactly-once processing; schema registries (Confluent, AWS Glue)* **API & Service Design**: REST, gRPC, GraphQL; versioning and backward compatibility at scale* **Distributed Systems**: Microservices, service mesh, event-driven architecture, stream processing* **Observability/SRE**: OpenTelemetry, distributed tracing, metrics/SLOs for data services ...