обновлено 3 дня назад
Manager, Data Science (Marketing)
202 000 - 303 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Manager, Data Science (Marketing) (AI/Marketing Analytics): Building scalable data science, AI, experimentation, and modeling foundations for marketing, growth, and finance investment decisions with an accent on causal inference, attribution, forecasting, and ROI optimization. Focus on leading end-to-end machine learning projects, developing marketing budget allocation models, establishing trustworthy model governance, and mentoring data scientists.
Location: San Francisco Bay Area, United States; in-office three days per week
Salary: $202,000–$303,000 annual base salary, plus equity and benefits; pay may vary by work location, skills, experience, education, and training.
Company
operates a community fundraising platform that connects individuals and nonprofits to help people support personal and social causes.
What you will do
- Build scalable data pipelines, reusable modeling frameworks, and experimentation platforms for marketing and growth decisions.
- Lead end-to-end data science and AI projects from requirements gathering through deployment and monitoring.
- Apply causal inference, uplift modeling, multi-touch attribution, media mix modeling, forecasting, and optimization to improve marketing efficiency.
- Develop budget allocation frameworks and ROI models for long-term planning and investment decisions.
- Partner with Marketing, Growth, Product, Engineering, and Finance leaders to connect analytics initiatives with revenue impact.
- Mentor and develop data scientists while evaluating generative and predictive AI for segmentation, personalization, creative optimization, and campaign efficiency.
Requirements
- 8+ years of data science experience with direct impact on marketing, growth, or revenue optimization.
- Master’s or Ph.D. in a quantitative field such as Statistics, Mathematics, Economics, Computer Science, Physics, or Operations Research, or equivalent applied experience.
- Advanced Python and SQL proficiency; these skills will be tested during the interview process.
- Deep experience with A/B testing, causal inference, uplift modeling, attribution, forecasting, optimization, and marketing budget allocation.
- Hands-on experience with Snowflake or Databricks and BI tools such as Looker or Tableau.
- Strong executive communication, data storytelling, strategic planning, and people leadership skills.
Nice to have
- Experience with Optimizely, GrowthBook, Google Analytics, Amplitude, or similar experimentation and analytics platforms.
- Experience integrating Google, Meta, or programmatic marketing APIs.
- Exposure to generative AI, LLMs, multi-arm or contextual bandits, and adaptive experimentation.
- Familiarity with MLOps, version control, model monitoring, and scalable ETL frameworks.
Culture & Benefits
- Mission-driven work supporting people and nonprofits through community fundraising.
- Healthcare, dental, vision, life insurance, 401(k), equity, and competitive pay.
- Hybrid-work financial assistance, generous parental leave, flexible time off, and mental health and wellness resources.
- Learning, development, recognition, volunteering, diversity, equity, and inclusion programs.
- Collaborative environment focused on technical rigor, applied innovation, and employee growth.
Hiring process
- Advanced Python and SQL proficiency are assessed during the interview process.
- Reasonable accommodations and an alternative selection process are available upon request.
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