Data Scientist, Platform - Martech

Airbnb Airbnb · Consumer · United States · Data Science

Data Scientist on the MarTech team at Airbnb, focusing on measurement and optimization of marketing ROI. The role involves causal inference, experimentation, and customer relationship modeling to drive data-informed decisions and advance measurement science.

What you'd actually do

  1. Causal Inference: Apply and develop causal inference methods to estimate the effectiveness of Airbnb’s marketing initiatives.
  2. Data Analysis: Conduct data pulls, analyze trends, and create new features to support measurement efforts.
  3. Experimentation: Design and analyze experiments to evaluate the impact of marketing campaigns.
  4. Collaboration: Work effectively with cross-functional teams, providing insights that optimize marketing strategies.
  5. Thought Leadership: Lead the creation of internal white papers and contribute to Airbnb tech blog posts.

Skills

Required

  • Python or R
  • SQL
  • Causal Inference
  • Experimentation
  • Statistical programming
  • Database usage

Nice to have

  • Bayesian modeling
  • Causal ML modeling
  • End-to-end model development

What the JD emphasized

  • PhD in Economics, Statistics, Marketing, or a related field, or a Masters Degree in a similar field with 2+ years of experience.
  • Deep knowledge of causal inference methodologies and experimentation techniques.
  • Proven track record of solving business problems through data science methods.