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