11h ago

Staff Data Scientist, Commercial Analytics

Pleasanton, California

โœจ $170k-$220k / yearest.

full-timeleadbiotech

๐Ÿ›  Tech Stack

๐Ÿ’ผ About This Role

You'll own the commercial analytics function, rebuilding our sales forecasting from a spreadsheet to a production ML pipeline and designing early-warning churn models. Your work will directly influence commercial strategy and drive business growth through data-driven insights.

๐ŸŽฏ What You'll Do

  • Develop end-to-end ML-based sales forecasting models in AWS.
  • Build churn risk and expansion signal models for proactive account management.
  • Conduct deep-dive analyses on quota attainment, territory performance, and account penetration.
  • Maintain price elasticity models and integrate pricing guardrails into CPQ workflows.

๐Ÿ“‹ Requirements

  • Master's degree in a quantitative field or MBA with technical focus.
  • 7+ years of experience using analytics to solve business problems with Python/R and SQL.
  • Production ML experience deploying models into commercial or operational environments.
  • Commercial acumen with Salesforce CRM and B2B sales processes.

โœจ Nice to Have

  • 9+ years of experience in data science or commercial analytics.
  • MLOps experience with tools and practices for model health and scalability.
  • Experience in healthcare, life sciences, or high-growth tech.

๐ŸŽ Benefits & Perks

  • ๐Ÿ–๏ธ Base pay range $155,000โ€“$222,000 (estimated for level/location)

๐Ÿ“จ Hiring Process

Estimated timeline: 3-5 weeks ยท AI estimate

  1. 1Recruiter Screenยท 30 min
  2. 2Technical Interviewยท 60 min
  3. 3Hiring Manager Interviewยท 45 min
  4. 4Onsite Presentationยท 90 min
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