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The Linux Systems Administrator 3 position at GovCIO involves supporting a newly awarded customer contract by ensuring the smooth operation of computer systems, including both hardware and software components. This role is fully remote and requires the administrator to maintain system integrity, upgrade systems, and consult with various technical teams to resolve issues. The position emphasizes the importance of network/system security and requires regular monitoring and analysis of in-house systems.