Data Scientist

Sun King 1

🌍 Удалённо

Middle

Полная занятость

🌐 Глобал

Продуктовая

Tech

Описание вакансии

Обязанности

•Apply probabilistic and Bayesian modeling

•Build and evaluate machine learning models

•Design machine learning models

•Detect model degradation

•Develop model performance metrics

•Develop production ready model delivery

•Maintain reproducible documented code

•Perform exploratory data analysis

•Perform feature engineering

•Present findings to technical and non-technical stakeholders

•Recommend model retraining

•Translate business questions into statistical problems

•Wrangle and clean data

Технологии: A/B, A/B Testing, AUC, AWS Redshift, B testing, Bayesian Inference, BigQuery, Calibration, CatBoost, Clustering, Cross-validation, Dimensionality Reduction, ECS, Gradient boosting, Hypothesis Testing, Lambda, Lift Gain Curves, LightGBM, Logistic Regression, MAPE, MLflow, Matplotlib, NumPy, Pandas, Plotly, Prophet, Pymc, Pymc-marketing, Python, RMSE, Random Forests, SQL, SVM, SageMaker, SciPy, Scikit-learn, Seaborn, Series forecasting, Sktime, Snowflake, Statistical Hypothesis Testing, StatsModels, Support Vector Machines, Time Series, Time Series Forecasting, Uncertainty Quantification, Vector machines, WandB, XGBoost