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Lead Machine Learning Scientist
DaveLead Machine Learning Scientist developing ML-driven marketing and product strategies in a financial services startup, utilizing data science to enhance customer engagement and growth.
Tech Stack
Tools & technologiesPythonPyTorchScikit-LearnSQLTensorflow
About the role
Key responsibilities & impact- Own and scale ML-driven Marketing/Growth/Product capabilities
- Lead development and deployment of core models, including Propensity, Churn prevention, Customer Lifetime Value models
- Improve onboarding, targeting, personalization, and segmentation at scale
- Continuously evaluate and improve marketing spend efficiency through ML-driven insights and models
- Partner closely with Marketing, Product, and Finance to align ML investments with business priorities
- Set standards for model development, experimentation, and validation
- Design and optimize reward and incentive strategies to maximize user acquisition, activation, and retention
Requirements
What you’ll need- 7+ years of experience in machine learning, data science, or a related field
- Proven experience building and scaling ML models in production environments
- Strong experience with marketing-related models (propensity, churn, LTV, targeting, etc.)
- Demonstrated ability to lead large, ambiguous, cross-functional projects
- Strong programming skills (Python, SQL) and experience with ML frameworks (e.g., scikit-learn, TensorFlow, PyTorch)
- Familiarity with Marketing KPIs (CAC, ROAS etc)
- Strong communication skills—you can translate between technical and business audiences.
Benefits
Comp & perks- Premium Medical, Dental, and Vision Insurance plans
- Generous paid parental and caregiver leave
- 401(k) savings plan with matching contributions
- Financial advisor and financial wellness support
- Flexible PTO and generous company holidays, including Juneteenth and Winter Break
- Flexible hours and virtual-first work culture with a home office stipend
- Opportunity to tackle tough challenges, learn and grow from fellow top talent, and help millions of people reach their personal financial goals
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learningdata scienceML modelsPythonSQLscikit-learnTensorFlowPyTorchmarketing-related modelsmarketing KPIs
Soft Skills
leadershipcommunicationcross-functional collaborationproject managementproblem-solvingstrategic thinkingadaptabilityanalytical thinkingstakeholder managementuser acquisition strategies