Data Scientist - Applied Modeling and Feature Engineering

benchstack ai • New York City Metropolitan Area
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AI Summary

Own applied modeling and feature engineering for a consumer graph covering 270M+ Americans. Build and deploy probabilistic models (income, wealth, affinity estimation) and feature engineering pipelines at terabyte scale in production. Requires 2-10 years applied DS experience with production deployment, strong Python/SQL, and data pipeline expertise.

Key Highlights
Build and deploy probabilistic models at terabyte scale in production
Own applied modeling and feature engineering for 270M+ consumer graph
Clients include NBA, Capital One, and Miami Dolphins
Key Responsibilities
Build and deploy probabilistic models (income, wealth, affinity estimation) at terabyte scale
Develop feature engineering pipelines end to end in production
Own applied modeling and feature engineering for a consumer graph covering 270M+ Americans
Technical Skills Required
Python SQL Data pipelines
Benefits & Perks
$200-225K plus equity

Job Description


An AI startup backed by 8VC and NBA Investments is hiring a Data Scientist to own the applied modelling and feature engineering behind a consumer graph covering 270M+ Americans. Clients include the NBA, Capital One, and the Miami Dolphins.


This is not a notebook role. You'll be building and deploying probabilistic models (income, wealth, affinity estimation) and feature engineering pipelines at terabyte scale — end to end, in production.


You'll need:

  • 2-10 years applied DS experience with production deployment
  • Strong Python and SQL
  • Experience with data pipelines (dbt, Dagster, Airflow, or similar)
  • Background from a high talent bar environment — quant fund, top-tier tech, or a top-10 PhD program
  • Degree from a top-30 university in a quantitative field


Not right for you if:

  • You've only worked in notebooks or BI tools
  • You build ML infra but don't do hands-on modelling
  • You're not able to commit to 5 days onsite in Brooklyn, NYC


Visa sponsorship available. $200-225K plus equity.

If your work is in production and the scale is real — apply.


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