Senior Graph Data Scientist – Identity Analytics
San Antonio Home Office I, United States
USD 143K-257K Senior-level Full Time
Tasks
- Apply model risk management and control framework
- Assess regulatory implications of modeling efforts
- Build machine learning models for fraud prevention
- Collaborate with technology to deploy graph database strategy
- Deploy financial crimes graph analytics
- Develop identity theft detection models
- Develop production ready analytical assets
- Export insights to decision systems
- Generate fraud dense rings to reduce losses
- Integrate new data sources for predictive features
- Mentor junior data scientists
- Train and validate advanced analytics models
Perks/Benefits
- N/A
Skills/Tech-stack
CatBoost | DBSCAN | Data Preprocessing | Data Querying | Decision Trees | Descriptive Statistics | Diagnostic statistics | Graph Databases | Graph Neural Networks | Graph analytics | Hierarchical Clustering | Inferential Statistics | JSON | K-Means | K-means Clustering | LightGBM | Linear Regression | Logistic Regression | Machine Learning | Neural Networks | NoSQL | Optimization | Predictive Analytics | Python | R | Random Forest | SQL | Simulation | Supervised Learning | Support Vector Machines | Unsupervised Learning | Vector machines | XGBoost | XML
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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