Often Missing SkillsCloud ComputingAutomated Data PipelinesPython ScriptingSQL QueryingData Quality ManagementDashboard DevelopmentStakeholder CommunicationWorkflow Documentation
Development SuggestionsBuild a portfolio with two to three finished map products and one repeatable analysis workflow. Practice turning analysis into short written summaries and briefings. Add one programming project that automates data cleaning or change detection using Python and publish the results in a simple report format.