14 часов назад
Staff Data Scientist (Generative AI)
194 000 - 262 500$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Data Scientist (Generative AI): Building predictive models, customer segmentation solutions, and experimentation frameworks to improve QuickBooks customer experiences and shape accounting product strategy with an accent on quantitative analysis, causal inference, and scalable analytics. Focus on designing complex experiments, extracting insights from multimodal data with Generative AI, and translating analysis into measurable product and business growth.
Location: Mountain View, California, United States
Base pay: $194,000–$262,500 per year, with potential eligibility for cash bonus, equity rewards, and benefits.
Company
is a financial technology platform whose products include TurboTax, Credit Karma, QuickBooks, and Mailchimp.
What you will do
- Define business problems, formulate hypotheses, establish key metrics, and provide actionable recommendations.
- Develop strategic insights for ’s core Accounting offering and its small-business customers.
- Build predictive models, conduct experiments beyond traditional A/B testing, and generate customer insights for product innovation.
- Create reusable customer segmentation patterns to improve targeting, positioning, and customer experience.
- Partner with Product Management, Marketing, Engineering, Design, and Analytics leaders on product strategy and growth.
- Communicate complex data insights to technical and non-technical stakeholders and business leaders.
Requirements
- Bachelor’s or master’s degree in Statistics, Mathematics, Operations Research, Computer Science, Econometrics, or a related field.
- 10+ years of experience in data science or product analytics.
- Strong experience with predictive modeling, customer segmentation, experimentation, and large datasets.
- Advanced SQL and Python skills, including statistical and modeling libraries such as NumPy, Pandas, and Scikit-learn.
- Experience designing and interpreting complex experiments beyond traditional A/B testing.
- Experience building scalable, reusable analytics solutions and communicating effectively with decision-makers.
Nice to have
- Experience with causal inference techniques such as propensity score matching, difference-in-differences, and synthetic control methods.
- Familiarity with Generative AI and evolving technologies for extracting insights from multimodal data.
- Experience with Qlik, Tableau, or Plotly Dash.
Culture & Benefits
- Work focuses on advanced models, insights, and experimentation that address customer and business challenges.
- Fast-paced environment with opportunities to work independently and collaboratively.
- Competitive compensation with performance-based rewards.
- Potential cash bonus, equity rewards, and benefits according to applicable plans and programs.
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