11h ago
Staff Data Scientist, Commercial Analytics
Pleasanton, California
โจ $170k-$220k / yearest.
full-timeleadbiotech
๐ Tech Stack
๐ผ 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.
๐ฏ 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.
๐ 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.
โจ 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.
๐ Benefits & Perks
- ๐๏ธ Base pay range $155,000โ$222,000 (estimated for level/location)
๐จ Hiring Process
Estimated timeline: 3-5 weeks ยท AI estimate
- 1Recruiter Screenยท 30 min
- 2Technical Interviewยท 60 min
- 3Hiring Manager Interviewยท 45 min
- 4Onsite Presentationยท 90 min
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