Data Scientist Ii, Tech

Uber Uber · Consumer · San Francisco, CA · Data Science

Develop and improve GenAI-powered AI agents for customer personas, applying ML, causal inference, and experimentation to drive business impact. Collaborate with engineering and stakeholders, ensuring data quality and communicating insights.

What you'd actually do

  1. Develop and continue improving self-service technology, including GenAI-powered AI agents, for various customer personas, including AV customers.
  2. Collaborate with cross-functional teams to identify opportunities, design, implement, and analyze experiments, and conduct deep dives to drive business impact.
  3. Apply analytics, causal inference, experimentation, and machine learning to business goals to provide practical insights.
  4. Work with Engineering teams to ensure data instrumentation and quality.
  5. Effectively communicate technical topics to non-technical stakeholders.

Skills

Required

  • SQL
  • Python/R
  • Spark
  • Data manipulation, modeling, and validation on large-scale datasets
  • Designed and led A/A, A/B, and multivariate tests using uplift modeling and diff-in-diff methods
  • Applied regression, hypothesis testing, and time-series analysis
  • Created Tableau, Looker, and internal dashboards
  • Automated ETL pipelines across distributed data platforms and virtual warehouses
  • Git
  • Jira
  • Google/MS Office Suite
  • stakeholder management
  • experimentation strategy

What the JD emphasized

  • GenAI-powered AI agents

Other signals

  • GenAI-powered AI agents
  • Apply analytics, causal inference, experimentation, and machine learning to business goals
  • Develop and continue improving self-service technology