Data Scientist
Tasks
- Analyze user behavior data using exploratory data analysis
- Build predictive machine learning models
- Communicate model findings and methodologies to stakeholders
- Develop and deploy real time scoring pipelines
- Engineer features from clickstream data
- Forecast budget and demand using data driven modeling
- Monitor model performance and iterate
- Quantify uncertainty and statistical significance
- Run experiments to test hypotheses and measure conversion outcomes
- Segment landing page visitors by intent and lead quality
Perks/Benefits
- N/A
Skills/Tech-stack
Classification | Clickstream analytics | Clustering | Experimentation | Feature Engineering | Hypothesis Testing | LightGBM | MLOps | Machine Learning | Propensity Modeling | Python | Real Time | Real-time Inference | Regression | SQL | Scikit-learn | Statistical inference | XGBoost
Education
N/A
Roles
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