Often Missing SkillsModel ValidationBacktestingReproducible WorkflowsData Pipeline DesignDashboard DevelopmentClear Executive SummariesScoping and EstimationData Privacy Practices
Development SuggestionsBuild a small portfolio of two to three end to end models with documented assumptions, validation results, and a short decision summary. Practice writing one page executive briefs, and standardize your workflow with consistent file structure, version control, and reusable code templates.