Data Scientist

2-3 years of experience in data science or related analytics role

Proficiency in Python with hands-on experience using Jupyter notebooks for data analysis and model development

Strong working knowledge of core Python data science libraries including pandas, scikit-learn, and NumPy

Solid understanding of the mathematical and statistical foundations behind decision trees, neural networks, hypothesis testing, statistical distributions, and regression analysis

Experience with exploratory data analysis (EDA) techniques and data visualization for pattern discovery

Hands-on experience with hyperparameter tuning and model optimization techniques

Ability to construct meaningful labels from business data and raw datasets

Experience building and validating predictive models, preferably propensity or behavioral models

Strong analytical mindset with attention to detail