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Описание вакансии
TL;DR
Senior Data Scientist (CX Analytics): Developing revenue calibration models and experimentation frameworks to connect customer support interactions to financial impact with an accent on causal inference and behavioral intelligence. Focus on building LLM-powered classification pipelines and optimizing customer retention through data-driven insights.
Location: Remote (Anywhere, including LATAM)
Salary: $180,370 — $212,000 USD
Company
Coinbase is a remote-first financial technology company dedicated to increasing economic freedom through a high-performance, intense work environment.
What you will do
- Own and evolve Downstream Impact of Support (DSI) revenue calibration models to quantify revenue signals from support data.
- Design causal inference frameworks and A/B tests to measure the incremental impact of CX programs on retention and engagement.
- Build LLM-powered classification pipelines for contact taxonomy, friction detection, and issue attribution.
- Collaborate with Product and Program Managers to define behavioral segmentation models for personalized experiences.
- Maintain high statistical rigor for executive reporting and regulatory defensibility.
Requirements
- BA/BS in a quantitative field with 5+ years of experience, or a PhD with 3+ years of experience.
- Proven track record of building revenue attribution or causal impact models in consumer-facing contexts.
- Practical expertise in A/B testing, causal inference, and ML for real-world business problems.
- Experience designing and deploying LLM-based classification or NLP pipelines.
- Ability to synthesize complex model outputs into actionable narratives for executive audiences.
- Proficiency in using generative AI tools and copilots to drive efficiency and quality.
Culture & Benefits
- Remote-first culture with mandatory quarterly in-person "surges" for intense collaboration.
- High-bar environment focused on pushing limits and avoiding complacency.
- Comprehensive health benefits including medical, dental, and vision insurance.
- Financial perks including 401(k), equity, and bonus eligibility.
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