Often Missing SkillsSearch relevance measurementExperiment analysisSQL proficiencyUnderstanding of ranking tradeoffsError analysis workflowsClear metric ownershipCross team executionHandling data quality issues
Development SuggestionsStrengthen foundations in how search quality is measured, practice using SQL on event data, and build a habit of writing clear metrics and test plans. Pair with engineers on debugging real search issues, and create a portfolio story that shows a measurable improvement such as higher search success or fewer zero results.