Senior Data Science Manager - Marketing Science
Tasks
- Apply causal inference frameworks
- Assess impact of marketing efforts
- Build customer segmentation models
- Collaborate with marketing finance product leadership
- Create attribution models
- Develop customer lifetime value models
- Develop media mix modeling
- Implement multi armed bandits
- Integrate LLMs into data workflows
- Lead data science team
- Maintain machine learning models
- Manage projects deadlines and objectives
- Mentor junior team members
- Oversee production machine learning model development
- Perform marketing data analysis
- Present insights to senior leadership
Perks/Benefits
- 401k match
- Annual bonuses
- Company equipment provided
- Company medical dental vision plans
- Disability benefits
- Flexible PTO
- Paid parental leave
- Performance reviews and growth opportunities
- Workplace flexibility
Skills/Tech-stack
Attribution Modeling | Causal Inference | Difference-in-differences | Language Models | Language Processing | Large Language Models | Machine Learning | Media mix modeling | Mix Modeling | Mult Armed Bandits | Natural Language | Natural Language Processing | Python | Regression discontinuity | SQL | Statistical Analysis | Synthetic controls
Education
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