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Senior Data Scientist
Company | Abridge |
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Location | San Francisco, CA, USA |
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Salary | $184500 – $225750 |
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Type | Full-Time |
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Degrees | |
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Experience Level | Senior, Expert or higher |
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Requirements
- 8+ years using Python, R, SQL for analytics
- 5+ years in product-facing roles, driving product outcomes through A/B testing, defining aggressive project and company-level goals, and helping teams achieve them.
- Experience with data visualization tools, both BI tools (e.g. Tableau, Looker, Sigma) and code-based tools (e.g. Seaborn, ggplot2)
Responsibilities
- Extract meaningful insights and identify trends and patterns relevant to our business and product, by collecting, cleaning, and analyzing internal and external data
- Ensure end-to-end visibility and understanding of our AI generation pipelines, from internal quality metrics to automated assessment in production.
- Investigate and correct issues identified through data operations monitors, tools, and reports.
- Identify user patterns and insights by analyzing user interactions, engagement metrics, funnel analysis, etc. for product improvement and feature development.
- Design and analyze A/B tests to evaluate the effectiveness of product features and design changes.
- Design and analyze metrics to evaluate our AI models, guide the team on gaps in evaluation processes, and drive solutions to improve measurable outcomes.
- Work closely with product managers, designers, and engineers to translate data insights into product priorities.
- Serve as a domain expert for the business context of our analytics data, sharing your understanding of the assumptions and limitations of our business metrics.
- Continually enhance our understanding of the business and product, by identifying and filling gaps in our data sources.
Preferred Qualifications
- Knowledge of healthcare settings, electronic health records (EHR), and healthcare billing are all a plus
- Experience with common approaches to measure and drive user engagement is a plus