Learner Profiles

The intended audience is library data-services staff, OSPO and DataSquad students, and incoming service operators. These profiles are teaching assumptions to check in a pilot, not observations about named colleagues.

Student contributor


Assume basic terminal navigation, text editing, and Git familiarity, but no AWS account or administrator background. The learner wants to publish collection content and understand a failure without guessing. Success is a local published page, an explicit verification check, and a reproducible repair. Provide extra setup support for containers and YAML indentation.

Staff member or incoming operator


Assume familiarity with a service’s users and operational consequences, with uneven experience in automation. The learner needs to distinguish desired state, reported changes, application correctness, and recoverable data. The public core builds those habits; the Dataverse extension supplies operational reasoning. Production competence requires separate authorized practice and a current runbook.

Certification learner


Assume this learner also has, or is developing, Linux administration experience. They need to write automation from requirements without a finished role or AI solution. The optional certification page distinguishes executed drills from mapped objectives and planned VM practice. Containers do not establish SSH, real-host SELinux/firewall behavior, or persistence after reboot.