MagicSchool AI

Senior Data Scientist, Growth

MagicSchool AI

full-time

Posted on:

Origin:  • 🇺🇸 United States

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Salary

💰 $185,000 - $215,000 per year

Job Level

Senior

Tech Stack

BigQueryCloudPythonSQLTableau

About the role

  • Analyze user funnels to identify drop-off points and optimization opportunities
  • Build cohort analyses (or similar)
  • Understand retention patterns and user lifecycle
  • Work with product and marketing to develop segmentation strategies
  • Create predictive models for user activation, conversion, and churn
  • Design dashboards that track growth metrics and experiments
  • Partner with product and marketing teams to design A/B tests
  • Analyze experiment results with appropriate statistical methods
  • Document learnings and build institutional knowledge
  • Develop growth product roadmaps based on impact and effort
  • Define and instrument key growth metrics (activation, engagement, retention)
  • Build regression-based product attribution models that connect user behaviors and characteristics to retention, health scores, and product engagement outcomes
  • Develop health scores and user quality metrics
  • Create early warning systems for user churn
  • Track and analyze both self-serve and sales-assisted conversion paths
  • Collaborate with engineering on data infrastructure and instrumentation
  • Support marketing with campaign analysis and audience selection
  • Enable sales teams with lead scoring and account intelligence
  • Partner with product on feature impact analysis
  • Communicate insights to stakeholders at all levels

Requirements

  • 5+ years in data science or analytics roles
  • Growth team experience at a product-led company
  • Experience with growth, product, or marketing analytics
  • Strong SQL skills
  • Proficiency in Python
  • Understanding of statistical testing and experimental design
  • Experience with subscription or SaaS business models
  • Track record of driving business impact through analysis
  • Preferred: Understanding of product-led sales motions; Knowledge of both B2C and B2B analytics; Familiarity with growth frameworks and best practices; Experience in EdTech or seasonal businesses; Background in two-sided marketplaces or network effects
  • Work authorization: Must be authorized to work in the United States or Canada without visa sponsorship (role open only to U.S and Canada.-based candidates authorized to work without visa sponsorship).