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Текст:
TL;DR
Senior Data Scientist (Subscriptions) (Python/SQL): Building retention, lifetime value, personalization, and experimentation models for subscription businesses with an accent on connecting data science outputs to product and marketing decisions. Focus on designing rigorous experiments, extending recommendation systems, and owning problems from dataset construction and modeling through production measurement.
Location: New York City office with a hybrid schedule
Salary: $145,000–$180,000 USD per year
Company
Vox Media's Data team works across data infrastructure, recommendation models, marketing personalization, and experimentation.
What you will do
- Build retention and engagement models to identify at-risk subscribers, understand causes, and evaluate effective interventions.
- Develop lifetime value models and integrate them into acquisition and marketing spending decisions.
- Extend recommendation systems to new surfaces and form factors and manage the iteration cycle.
- Design and analyze experiments that determine which product and marketing experiences reach production.
- Own data science problems end to end, from problem framing and dataset construction through modeling, deployment, and measurement.
Requirements
- Demonstrated experience using data science to change business decisions and explaining the associated tradeoffs.
- Fluency in Python and SQL in the context of data science, machine learning, and analytics.
- Experience with rigorous experiment design, including identifying worthwhile experiments, defining test details, and drawing conclusions and next steps.
- Ability to take ownership of problems across their full lifecycle and proactively seek support when needed.
- Ability to work from the New York City office on a hybrid schedule.
Nice to have
- Experience with recurring-revenue or subscription businesses, including survival analysis, uplift modeling, multi-touch attribution, or engagement segmentation.
- Exposure to recommender systems or personalization in production.
- Familiarity with BigQuery, dbt, Dagster, Python services on Google Cloud, or Looker.
Culture & Benefits
- AI-native working practices are used for writing code, analyzing data, and learning new concepts and techniques.
- Permanent, full-time employment with benefits eligibility.
- Comprehensive employee benefits and an inclusive workplace commitment.
- Reasonable accommodations are available during the application process.
Hiring process
- Applications are reviewed by the recruiting team, which contacts candidates through Vox Media email addresses.
- A cover letter is welcomed, including from candidates who do not meet every listed qualification.
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