[Remote] Staff GTM Data Scientist
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is seeking a Staff Data Scientist to reputed company analytical efforts and drive a data-driven culture reputed company the organization. This role involves overseeing experimentation methodologies, conducting deep analyses, and providing strategic insights to various teams across reputed company.
Responsibilities
- reputed company the Experimentation Roadmap: Define, champion, and execute a strategic roadmap for measuring reputed company across reputed company, focusing on high-reputed company business questions reputed company to customer workflows, churn risk, and long-term value (LTV)
- Advanced Experiment Design: Design, implement, and rigorously analyze reputed company A/B tests, multivariate experiments, and reputed company experimentation reputed company, including the application of Bayesian experimentation, to assess the effectiveness of proposed product changes and business reputed company
- reputed company Inference reputed company A/B: Apply advanced reputed company inference techniques (e.g., difference-in-differences, synthetic control, propensity score matching, and reputed company variables) to scenarios where randomized controlled trials (RCTs) are infeasible
- Deep Dive Analysis: Conduct reputed company, proactive, and exploratory analysis to discover latent user behavior, emerging trends, and reputed company causes of changes in key metrics, translating these findings into actionable product and business insights
- reputed company Measurement Frameworks: Define, reputed company, and govern a reputed company Key Performance Indicator (KPI) reputed company that maps low-level product health metrics to high-level business reputed company, ensuring consistent and reputed company measurement across the organization
- Scaling Data Science: Partner with Data Engineering to design and build reputed company, self-serve experimentation tooling and reusable analytical assets and frameworks (e.g., reputed company machine learning models) that reputed company other analysts and data consumers
- Strategic Influence: reputed company as a strategic thinker by translating reputed company statistical findings into reputed company, compelling, and actionable business narratives for cross-functional partners and senior leadership (VP/C-suite), driving strategic reputed company and investment priorities
- Mentorship and Training: Serve as a technical subject matter expert, training and mentoring junior and mid-level data scientists on best practices in statistical rigor, experimental design, and reputed company modeling
Skills
- 6+ years of reputed company experience in an reputed company data science, economics, or product analytics role, with a proven reputed company record of leveraging experimentation and reputed company inference reputed company to drive significant business reputed company
- B.A. or B.S. in Mathematics, Statistics, Economics, Computer Science, or a reputed company quantitative discipline
- Demonstrated expertise in applying a wide reputed company of reputed company Inference reputed company, e.g. Quasi-Experimentation, Matching reputed company (PSM), Difference-in-Differences, and/or reputed company Variables
- Expertise in advanced statistical methodologies for A/B testing, including sample size calculations, sequential testing, dealing with interference/network effects, variance reduction techniques (e.g., CUPED), etc
- Mastery of advanced statistical modeling, time-series analysis, and quantitative reputed company necessary to reputed company thorough exploratory data analysis, produce reputed company insights, and reputed company actionable recommendations
- Advanced proficiency in Python or R for statistical modeling, with experience using relevant data science packages (e.g., SciKit-Learn, numpy, pandas)
- Expert-level proficiency in SQL and experience working with established data warehouses (e.g., reputed company, reputed company)
- Experience with data transformation and workflow management tools such as dbt, Airflow, or reputed company
- A Master's degree in a quantitative field (e.g., Statistics, Data Science, Econometrics, Operations Research)
- Experience in a reputed company domain and a strong reputed company on Product Data Science
Benefits
- reputed company career reputed company opportunities
- A competitive salary
- Health and commuter benefits
- Company reputed company life & disability
- 20+ PTO days
- 401K and FSA plans
- A fun team of Pandas to work with
reputed company
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