Senior Data Scientist
Frisco, TX; Charlotte, NC; Salt Lake City, UT
USD 128K-180K Senior-level Full Time
Tasks
- Build data pipelines for feature selection and model training
- Build loss forecasting models
- Build loss mitigation models
- Build portfolio management models
- Build underwriting models
- Collaborate on model risk management governance
- Continuously improve statistical models
- Develop machine learning models
- Explore in house and external data sources
- Identify opportunities for advanced modeling
- Implement machine learning models
- Monitor models with dashboards
- Perform model monitoring and documentation
- Present model performance insights
- Support model deployment
- Support model rebuild process
- Support model recalibration
- Track KPIs
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Boosting | Classification | Clustering | Dashboards | Data Pipelines | Decision Trees | Deep learning | Ensemble Methods | Feature Selection | GCP | Hive | KPI Tracking | Keras | LightGBM | Machine Learning | Model Monitoring | Nearest neighbors | Neural Networks | NoSQL | Novelty Detection | Outlier Detection | Pandas | PyTorch | Python | Regression | SQL | SQL querying | SageMaker | Scikit-learn | Snowflake | Statistical modeling | Supervised Learning | Support Vector Machines | TensorFlow | Unsupervised Learning | Vector machines | XGBoost
Education
Roles
Regions
Countries
States
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