The present disclosure pertains to a system configured to facilitate computer-assisted personnel scheduling. The system is configured to: obtain demand information for an individual unit of a health facility, the demand information indicating estimated levels of demand for a service provider at the individual unit during one or more time periods; obtain a rostering model, the rostering model indicating a first unit of time and types of service providers available to be scheduled for respective different multiples of the first unit of time; determine scheduling information for the individual unit based on the rostering model and the demand information, the scheduling information indicating quantities of service providers to be scheduled for the different multiples of the first unit of time during the time periods; and generate, based on the scheduling information, a first interactive element on a user interface that corresponds to the quantities of service providers to be scheduled.
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