Data Scientist (Demand Planning)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Data Scientist (Demand Planning): Developing and optimizing demand forecasting models for TurboTax Live Full Service to balance expert supply with customer demand with an accent on time-series analysis and ML techniques. Focus on translating funnel signals into staffing requirements and improving forecast accuracy across different seasonal horizons.
Location: San Diego, California
Salary: $117,000 - $158,500
Company
is a global financial technology platform that powers prosperity for millions of customers worldwide through products like TurboTax and QuickBooks.
What you will do
- Own end-to-end demand forecasting for Full Service, from early-season outlooks to real-time in-season adjustments.
- Build and maintain models that translate customer funnel signals into workable demand inputs for capacity planning.
- Develop interval-level, daily, and weekly forecasts to inform staffing decisions across internal and partner channels.
- Advance forecasting methodology by incorporating time-series models, regression, and ML techniques.
- Partner with Workforce Management, Finance, and Product teams to translate model outputs into operational levers.
- Write production-quality SQL and Python code to manage and analyze data within the company datalake.
Requirements
- 3+ years of experience in data science or quantitative analytics with a focus on forecasting or demand planning.
- Strong proficiency in Python (pandas, statsmodels, scikit-learn) and SQL.
- Hands-on experience deploying time-series or demand forecasting models in a production environment.
- Ability to communicate complex model outputs to non-technical stakeholders and senior leadership.
- Bachelor's or Master's degree in Statistics, Data Science, Operations Research, Mathematics, or a related quantitative field.
- Must be based in San Diego, California
Culture & Benefits
- Competitive compensation package with a strong pay-for-performance rewards approach.
- Eligibility for cash bonuses and equity rewards.
- Comprehensive benefits for full-time employees.
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