26 to 27 of 27 Change Data Capture Jobs in England

handling, compaction and retention settings, and tune GC/JVM for sustained throughput. Implement consumer lag monitoring and alerting with actionable runbooks to prevent data loss or SLA breaches. Model workload growth, topic/partition scaling, storage/IOPS, network egress/ingress, and broker sizing. For Confluent Cloud … life cycle using Terraform (providers for Kafka/Confluent), Helm, GitOps workflows. Operate and scale Kafka Connect with distributed workers; manage connectors (JDBC, Debezium CDC, S3/ADLS/GCS, Elasticsearch, etc.), transforms (SMTs), and converter settings. Administer Schema Registry (compatibility levels, subject naming strategies, serializers/deserializers, schema size ...

compaction and retention settings, and tune GC/JVM for sustained throughput. \n Implement consumer lag monitoring and alerting with actionable runbooks to prevent data loss or SLA breaches. \n Model workload growth, topic/partition scaling, storage/IOPS, network egress/ingress, and broker sizing. … cycle using Terraform (providers for Kafka/Confluent), Helm, GitOps workflows. \n Operate and scale Kafka Connect with distributed workers; manage connectors (JDBC, Debezium CDC, S3/ADLS/GCS, Elasticsearch, etc.), transforms (SMTs), and converter settings. \n Administer Schema Registry (compatibility levels, subject naming strategies, serializers/deserializers, schema ...