обновлено 5 дней назад
Senior Data Scientist (Fintech)
149 500 - 202 500$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (Fintech): Driving the AI strategy for product support and live experiences within the Expert Network with an accent on predictive modeling and causal inference. Focus on designing scalable ML models, optimizing experimentation pipelines, and translating complex data into strategic business growth.
Location: San Diego, California or Mountain View, California, United States
Salary: $149,500–$202,500 in San Diego; $162,500–$220,000 in Mountain View base pay, plus potential cash bonus, equity rewards, and benefits.
Company
is a global financial technology platform serving customers through products including TurboTax, Credit Karma, QuickBooks, and Mailchimp.
What you will do
- Design, build, and deploy scalable predictive models, including ensemble methods, time-series forecasting, lifetime value, deep learning, and uplift models.
- Own the experimentation pipeline from hypothesis generation and design through causal interpretation and impact quantification.
- Lead causal inference and econometric analyses to identify growth levers and measure incremental impact.
- Define predictive and causally informative success metrics and measurement frameworks.
- Partner with Product Management, Engineering, Data, Customer Success, and Service Delivery teams on Expert Network and AI-driven platform initiatives.
- Present data-driven narratives and quantified strategic recommendations to VP and Director stakeholders.
Requirements
- Master’s degree in Computer Science, Statistics, Econometrics, Data Science, or another quantitative field.
- 4+ years of progressive experience in applied data science roles.
- Expert-level SQL and proficiency in Python or R.
- Experience applying machine learning and causal inference in product-facing applications and integrating models into production, particularly for personalization, recommendation, or AI-assisted user experiences.
- Deep knowledge of experimental design, including non-standard A/B testing, uplift modeling, sequential testing, CUPED, multi-armed bandits, and Bayesian inference.
- Experience with Tableau or Qlik, plus strong communication and analytical storytelling skills.
Nice to have
- Experience with generative AI and other emerging technologies for accelerating insights.
Culture & Benefits
- Cross-functional work across product, engineering, data, customer success, and service delivery.
- Competitive compensation with pay-for-performance rewards.
- Eligibility for cash bonus, equity rewards, and benefits under applicable plans and programs.
- Regular compensation comparisons across ethnicity and gender categories to support fair pay.
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