Jing Cao
Senior Data Scientist, Growth @ Moloco
About
Staff Analyst, Growth Analytics@Tempo I am specialized in growth marketing and data science. I have 7 years experience dedicated in making great business impact with my proficient problem-solving ability, extensive analytical skills blended with domain knowledge in growth marketing and casual inference. I had 2 years experience in venture backed tech startup in a fast paced, cross-functional and high visibility role. I also had 5 years experience working at top notch consulting company and PR/marketing agencies including Weber Shandwick, Ogilvy&Mather and ICF consulting. My key area of expertise includes A/B testing, report automation with BI dashboards, Web analytics, CRM data tracking and management, Marketing mix modeling and multi-touch attribution. I graduated from University of Maryland with a master of science degree in Marketing Analytics,focusing on marketing data science.
United States
Washington DC-Baltimore Area
Health, Wellness & Fitness
Digital Marketing, Business Intelligence (BI), SAS, Tableau, Data Analysis, Statistics, Web Analytics, SQL, Google Adwords, Google Analytics, Google Data Studio, Adobe Analytics, Salesforce.com, Python (Programming Language), R (Programming Language), GLIMMIX, DoubleClick, Marketing Mix Modeling, Regression Analysis, Google Tag Manager
Experience

Sr. Analyst, Marketing & eCommerce
Tempo's lead analyst supporting multiple pods including growth marketing, e-commerce, life cycle marketing and product. Lead marketing and e-commerce website experimentation. Ran 40+ A/B test experiments and recommended rollout strategies. Lead analytics effort for proper KPI tracking and event instrumentation to support multiple company wide release - such as leasing model, Tempo 2.0., freemium app and checkout redesign. Build sql queries and business intelligence dashboards that enables stake holders (including C-suite) for proficient data-driven decision making.

Manager, Analytics and Data Science
District of Columbia, United States
Integrated Performance Measurement Led performance measurement and data science insights against paid, owned and earned marketing efforts. Proposed and implemented analytical initiatives in a highly cross-functional or cross-agency environment. Infrastructure, ETL and Dashboard Led Google Cloud Platform migration project, including selecting ETL vendors, mapping out project infrastructure, and leading junior analysts to build automated data pipelines in GCP and create live analytics dashboards. Website Analytics Act as an expert in Google Analytics, Adobe Analytics and GTM. Guided pixel tracking and tagging across client and agencies. Composed data-driven website analytics reports to recommend better UX. Marketing Attribution & Optimization Built in-house multi touch attribution and marketing mix solutions to effectively measure marketing efficacy across channels. Designed A/B test experiments to gain learning on creatives that works best for each key audience. Mentored and managed 1 direct report. Trained junior analysts in ETL, google cloud, dashboard and grew their technical skills; Pitched performance analytics best practices to other Global Intelligence office leads and grew new business opportunities.

Associate, Digital Marketing Analytics
Fairfax, Virginia
Automation & Dashboard Reporting • Create real-time and automatic dashboards for 10+ accounts for paid media campaign performance with Supermetrics, Data Studio and Tableau. Configure API connectors for various data sources(Google, FB, DCM, TTD, LinkedIn, Salesforce, Google Analytics etc.) CRM Database Management • Collaborate with IT infrastructure team on campaign set up and lead tracking within Lead Management system and CRM database such as salesforce and HGS. • Oversee the full cycle of Customer journey and how they are properly tagged and tracked upon the first touch of media to the final phase of the life cycle via various of techniques (SFDC codes, Dynamic TFNs, URL tagging, Vanity URLs etc.) MMM & MTA • Develop statistical predictive models with R to measure the effectiveness of cross marketing campaigns in driving conversions (Marketing Mix Modeling), and solve for optimal media mix. • Implement multi-touch attribution(MTA) analysis by developing algorithms and/or work with 3rd party vendors attribution resources (Nielsen attribution, Neustar attribution, GA360, Campaign manager) Digital Tracking and Web Analytics • Implement and managed Google Tag Manager, Google Analytics, Adobe Saint code classification, FB pixels, floodlight pixels etc.
Education
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