Skills by work function
This is not a keyword wall or a set of arbitrary percentages. Each group is tied to professional employment, public project work, or hands-on personal infrastructure operation.
Professional employment
Support work where symptoms are incomplete, the next test matters, and the explanation must help someone act.
Professional & hands-on field work
Physical-system experience that reinforces measurement, safe isolation, service information, and verification after repair.
Personal infrastructure · Owner/operator
Hands-on operation of a personal platform, clearly separated from paid enterprise employment.
Personal infrastructure · Owner/operator
Network and edge-service practice focused on traceable behavior, narrow trust, and configuration that can be checked.
Open source & operational tooling
Small tools and repeatable workflows that remove manual error without hiding risk behind unnecessary complexity.
Personal infrastructure · Applied practice
Operational work around local model services and the resource, routing, health, and privacy questions that come with them.
Across professional, project & personal work
Operational quality is not just making a change; it is leaving the system understandable and recoverable.
Professional tool familiarity
Tools used in the recent remote-support workflow.
Best fit
Strong matches include remote technical support, Linux and infrastructure support, NOC and monitoring operations, network troubleshooting, systems administration, automation, and self-hosted AI infrastructure support.
