Applied Scientist (All genders)
Tasks
- Build marketing attribution models
- Communicate analytical decisions to technical and non technical audiences
- Create customer uplift models
- Deploy machine learning models to production
- Develop propensity models
- Document machine learning pipelines
- Establish experimentation framework
- Forecast marketing outcomes
- Optimize marketing investment across advertising platforms
- Package and maintain machine learning code
- Perform elasticity modeling
- Share organizational knowledge
- Solve multi objective optimization under constraints and uncertainty
- Supervise junior colleagues
- Write integration tests
- Write unit tests
Perks/Benefits
- Coaching
- Discounts on products
- Employee shares program
- Family support services
- Health and wellbeing options
- Hybrid working model
- Mental health support
- Paid volunteering days
- Peer-to-peer review
- Relocation assistance
- Remote work
- Training platform
- Vacation days
- Work from abroad
Skills/Tech-stack
Attribution Modeling | Customer Uplift Modeling | Deep learning | Elasticity Modeling | Forecasting | Integer optimization | Integration Testing | Linear Optimization | MLOps | Machine Learning | Mathematical Optimization | Mixed Integer | Mixed integer optimization | Model Deployment | Propensity Modeling | PySpark | Python | SQL | Software packaging | Unit Testing | Uplift Modeling
Education
N/A
Roles
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