Lead marketing measurement strategy and execution for Reddit, helping Marketing, Growth, and Finance optimize spend to acquire advertisers and Redditors.
Scaling existing workAI / ML“Build and refine Media Mix Models (MMM) and Multi-Touch Attribution (MTA) systems to mathematically quantify the incremental impact of marketing spend.”
Product areasMarketing measurement · Media Mix Modeling (MMM) · Multi-Touch Attribution (MTA) · B2B advertiser growth · B2C Redditor growth
GoalsMeasure the incremental impact and ROI of marketing spend · Optimize acquisition and retention of advertisers and acquisition and engagement of Redditors · Improve marketing budget allocation using experimentation and causal inference · Measure the long-term effect of brand marketing on organic growth
MarketsAdvertisers · Reddit users
TechPython · R · SQL · Media Mix Modeling (MMM) · Multi-Touch Attribution (MTA) · Bayesian structural time series