Data Scientist - Modeling and Analytics
Livonia, MI, United States
USD 120K-199K (estimate) Senior-level Full Time
Tasks
- Apply data privacy and compliance rules
- Automate processes for efficiency
- Build predictive marketing models
- Conduct model interpretability and explainability
- Develop and maintain data pipelines
- Document data methodologies and results
- Evaluate model performance metrics
- Forecast campaign results
- Implement A/B testing and experimental design
- Mitigate model fairness and bias
- Perform exploratory data analysis
- Perform feature engineering
- Run ad hoc marketing analyses
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS | Amazon SageMaker | Apache Spark | Azure | B testing | Bayesian Methods | Data Analysis | Data Pipelines | Data Visualization | DataRobot | Databricks | Ensemble Methods | Exploratory Data Analysis | Feature Engineering | Generative AI | Google Cloud | Hadoop | Machine Learning | Model Explainability | Model Interpretability | Multi-Armed Bandit | Power BI | Probabilistic Modeling | PyTorch | PyTorch Lightning | Python | R | SQL | Scikit-learn | Series analysis | Tableau | TensorFlow | Time Series | Time Series Analysis
Education
Roles
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