• Developed, maintained, and iterated on numerous interactive dashboards and reports using SQL, Python, and Tableau, providing real-time insights to the Talent Operations team.• Implemented a forecasting and tracking tool that guided the recruiting team's needed volume of screens and interviews to reach quarterly hiring goals, which lead to a 20% improvement in hiring goal success rate. • Spearheaded a cross-functional effort to enhance data integrity within the SQL database and the recruiting team's HRIS and ATS systems to enable more accurate and effective decision-making.• Provided Talent Operations team headcount recommendations based on the required recruiting capacity to achieve Thumbtack's aggressive 2022 hiring plan, which was precisely adopted and shaped the Talent Operations team.• Optimized job posts and improve candidate outreach strategies that lead to a 15% increase in applicant volume based.

• Built a MySQL database from scratch by consolidating multiple disparate data sources through ETL processes into one comprehensive database ready for analytics. • Developed analytical foundations for four different teams within GWS by creating self-service dashboards, managing data quality, and providing monthly reports to communicate the progress and achievements.• Analyzed employee traffic patterns across LinkedIn's four Sunnyvale campus cafes, and provided recommendations that reduced food waste by ~12%.• Identified ideal stop locations for the LinkedIn employee bus based on ridership and employee home location, increasing ridership by over 20%.

• Consolidated data from multiple sources to construct dashboards to monitor KPIs and prepared monthly performance reports to facilitate goal-setting.• Executed A/B testing on weekly newsletters, resulting in a significant increase in click-through rate (21%), engagement rate (16%), and open rate (12%).• Supplied recommendations to the social media marketing team, that lead to a ~300% growth in Twitter followers and a 61% boost in post engagement.• Analyzed survey and Eventbrite data to provide recommendations around the events and speakers NEC hosted that produced ~15% Q/Q growth in attendance as well as a +10% increase in company's NPS score.