Data Scientist, Customer Experience

Whatnot Whatnot · Consumer · San Francisco, CA · Engineering

Data Scientist focused on Customer Experience, driving insights, experimentation, and building data products to improve user experience and business value within a rapidly growing marketplace.

What you'd actually do

  1. Define and own the KPIs that measure CX health, downstream impact, product experience, and user sentiment.
  2. Analyze user behavior and marketplace dynamics to identify opportunities and inform CX product and agent team priorities.
  3. Measure the tradeoffs between user experience and business value.
  4. Translate complex data into actionable recommendations for product and leadership teams.
  5. Partner with product managers and engineers to design, implement, and evaluate A/B tests and feature rollouts.

Skills

Required

  • Advanced SQL skills
  • Experience with modern data warehouses (Snowflake, BigQuery, Redshift)
  • Experience with tools like Spark or DBT
  • Proficiency with Python or R for data analysis, modeling, and experimentation
  • Experience designing and analyzing A/B tests
  • Understanding causal inference techniques
  • Strong data visualization skills
  • Familiarity with BI tools for building interactive dashboards
  • Ability to communicate complex ideas clearly, concisely, and impactfully across diverse stakeholders
  • Experience leading cross-functional projects and influencing strategy with data
  • Comfortable working in fast-paced, ambiguous environments with a high degree of ownership

Nice to have

  • 5+ years of experience in Data Science, Decision Science, or Analytics within a product-focused organization
  • Bachelor’s degree in Computer Science, Economics, Statistics, or a related quantitative field or equivalent experience
  • Proven experience applying statistical and analytical methods to real-world product problems