Data Scientist, Market Growth (Lifecycle)
Tasks
- Apply causal inference
- Build CTR CVR prediction models
- Deploy models in marketing systems
- Design user lifecycle strategies
- Develop marketing algorithm models
- Forecast LTV
- Improve models using attribution analysis
- Perform channel attribution analysis
- Track model performance
- Validate models using A/B testing
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | B testing | CTR Prediction | CVR Prediction | Causal Inference | Channel attribution | Decision Trees | Deep Neural Networks | Feature Engineering | Flink | Gradient boosting | Gradient boosting decision trees | Hadoop | Hive | Java | LTV forecasting | Logistic Regression | Lookalike modeling | Machine Learning | Model Tuning | Neural Networks | PyTorch | Python | SQL | Scala | Spark | TensorFlow | Uplift Modeling
Education
Roles
Regions
Countries
States
Cities
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