Staff Data Scientist, Machine Learning (Marketing)
Job Description
- Develop production ML models to drive customer acquisition and engagement marketing
- Improve our understanding of customers through clustering, segmentation, and LTV models
- Design experiments that provide insights to the marketing and product teams as well as measure & optimize the online performance of machine learning models.Â
- Work with stakeholders throughout the marketing and product organization to identify opportunities for leveraging data to better drive business decisions
- Collaborate cross-functionally with the engineering team to improve our production pipeline and engineer new features and metrics
- Have the opportunity to mentor junior data scientistsÂ
- 5+ years of experience as a Data Scientist, Economist, or Statistician as an individual contributor, including relevant experience from your PhD research
- An advanced degree in a quantitative field that offers training in ML and/or causal inference - statistics, economics, biostatistics, etc.
- Experience applying a wide range of statistical techniques to large data sets, and understanding their real-world advantages/drawbacks
- Experienced in using Python for analysis and modeling (pandas, numpy, scikit, scipy, statsmodels, matplotlib, etc.)
- Ability to thrive in a fast-paced environment
- Experience in marketing optimization is nice to have
Date Posted
10/13/2024
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