56 минут назад
Staff Data Scientist - Growth & Expansion
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Data Scientist - Growth & Expansion (Product Analytics/Data Science): Building a company-wide customer-growth measurement framework connecting onboarding, activation, trial-to-paid conversion, multi-product adoption, and expansion revenue with an accent on segment-level analysis, B2B2C customer behavior, and causal experimentation. Focus on defining canonical metrics, modeling agency-to-sub-account growth, identifying expansion drivers, and translating analysis into roadmap and investment decisions.
Location: United States; remote
Company
provides an AI-powered business operating system for agencies, entrepreneurs, and small and medium-sized businesses, combining conversations, automation, intelligence, and scalable infrastructure.
What you will do
- Own the customer-growth measurement agenda across onboarding, activation, trial-to-paid conversion, multi-product adoption, and expansion revenue.
- Identify early and mid-lifecycle behaviors that predict expansion, including second-product adoption, plan upgrades, and add-on attachment.
- Model the B2B2C journey from agency signup through sub-account activation and expansion.
- Partner with Growth, GTM, Finance, Product Strategy, and experimentation leaders to connect product signals, marketing spend, and growth targets.
- Define canonical metrics, segment definitions, value models, and reusable causal-inference methods on governed data.
- Translate findings into decision-grade guidance and influence product roadmaps and investment decisions.
Requirements
- 9+ years of experience in product or growth analytics, data science, or applied statistics.
- Deep experience with activation, retention, conversion, and expansion motions, including building metric or value frameworks used by multiple teams.
- Strong applied statistics and practical knowledge of causal analysis, A/B testing, power analysis, and guardrails.
- Strong SQL and working proficiency in Python.
- Experience with Snowflake and dbt, behavioral and revenue data, and segment-level analysis.
- Ability to influence Growth, GTM, Finance, and Product leaders without direct authority.
Nice to have
- Background in B2B SaaS, CRM, or product-led growth, especially freemium, trial, and land-and-expand models.
- Experience with usage-based, consumption, or add-on revenue.
- Familiarity with Statsig or a comparable experimentation platform.
- Exposure to AI-assisted analytics workflows and experience mentoring analysts.
Culture & Benefits
- Remote-first organization with more than 2,000 team members across 10+ countries.
- Work across Growth, GTM, Finance, and Product teams with broad organizational influence.
- Access to governed and certified data while helping improve measurement standards and event taxonomy.
- Use AI tools such as Claude to accelerate exploration, documentation, and analysis.
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