Data Scientist, Marketing
ConfluentFull Time
Mid-level (3 to 4 years), Senior (5 to 8 years)
Key technologies and capabilities for this role
Common questions about this position
Northbeam is a remote-friendly company with offices in San Francisco and Los Angeles.
The role requires 8+ years in data science or ML engineering roles and a PhD (or equivalent experience) in statistics, econometrics, machine learning, or a related quantitative field.
Candidates need proficiency in Python/R/SQL and modern data platforms like BigQuery or Snowflake, along with familiarity with MLOps practices.
This information is not specified in the job description.
Strong candidates have proven experience in attribution modeling, causal inference, experimental design, building large-scale A/B testing infrastructure, and deploying statistical/ML models at scale.
Marketing intelligence platform for advertisers
Northbeam is a marketing intelligence platform that helps businesses optimize their advertising budgets and improve performance, specifically targeting brands that spend over $250,000 monthly on ads. It combines Multi-Touch Attribution (MTA) to track customer interactions and Media Mix Modeling (MMM) to analyze the effectiveness of various marketing channels. Northbeam operates on a subscription-based model with custom pricing, offering personalized support to clients. The goal is to enable large-scale advertisers to make data-driven decisions and maximize the effectiveness of their marketing strategies.