Lead Machine Learning Scientist
Tasks
- Analyze datasets and evaluate internal and external data sources
- Architect machine learning solutions
- Build and deploy propensity churn and customer lifetime value models
- Build scalable measurable models integrated into marketing workflows
- Define and execute ML roadmap for marketing and growth
- Design reward and incentive strategies
- Develop cross sell and next best action models
- Improve onboarding targeting personalization and segmentation
- Leverage pre trained models and AI LLMs
- Measure marketing promotion and reward incrementality with experimentation
- Optimize marketing spend efficiency using ML
- Optimize targeting reward levels to maximize ROI
- Set standards for model development experimentation and validation
Perks/Benefits
- 401k matching
- Company holidays
- Financial wellness support
- Flexible PTO
- Flexible hours
- Home office stipend
- Paid parental and caregiver leave
- Premium medical/dental/vision insurance
- Virtual first work culture
Skills/Tech-stack
A/B | A/B Testing | Attribution Modeling | B testing | Churn modeling | Customer Lifetime Value | Data Analysis | Experimentation | Lifetime Value | Machine Learning | Marketing Analytics | Marketing measurement | Model calibration | Next Best Action | Propensity Modeling | PyTorch | Python | SQL | Scikit-learn | TensorFlow | Uplift Modeling
Education
N/A
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