A strong Data Scientist resume translates model accuracy into business outcomes: "Reduced customer churn by 22% using an XGBoost propensity model" beats "Built ML models." Lead with your tech stack (Python, R, SQL), key libraries (scikit-learn, TensorFlow, PyTorch), and the scale of data you have worked with. Include Kaggle rankings, publications, or patents if applicable - they signal genuine expertise.
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