Often Missing SkillsDeep knowledge of career guidance frameworksSkills data modelingExperimentation at scaleMonetization designTrust and safety planningChange management
Development SuggestionsBuild experience by owning a high-impact career journey end to end, partnering closely with research and data teams, and delivering measurable improvements in job seeker outcomes. Strengthen domain depth by studying skills frameworks, internal mobility programs, and hiring workflows, then applying them to product decisions.