Graduate Program participant supporting Australia's Defence Industry through hands - on projects and professional development initiatives.
About the role
- Fraud Data Scientist generating insights using statistical analysis and machine learning for UMB's fraud initiatives. Involves collaboration across teams to enhance fraud detection models.
Responsibilities
- Work closely across the organization to develop and implement statistical analysis, artificial intelligence, machine learning processes and algorithms, and deep learning for fraud modeling
- Use dynamic techniques like Machine Learning to gain insights about the future
- Answer the “What will happen, and What should be done?” questions
- Gather business detail from peers and internal customers to adapt/enhance models
- Routinely measure model performance and implement modifications as needed
Requirements
- Master’s Degree in Computer Science, Math, Economics, Statistics, or another quantitative field and 2+ years of unsupervised data modeling and segmentation experience OR any combination of education and experience that would provide an equivalent background
- Proven expert level foundation of math, statistics, and programming
- Demonstrated hands-on working knowledge of R or Python, Snowflake, SQL Server or similar database management tool and visualization tools such as Tableau or Power BI
- Superior critical thinking skills
- Strong proficiency in statistical algorithm development and evaluation
- Proficiency in advanced statistics, hyperparameter tuning, A/B Testing, predictive modeling, recommendation systems, propensity scoring, natural language processing, clustering, customer segmentation, data acquisition, mining structured and unstructured data, designing tools, automation systems, and data frameworks
Benefits
- Paid Time Off
- 401(k) matching program
- Annual incentive pay
- Paid holidays
- Comprehensive company sponsored benefit plan including medical, dental, vision, and other insurance coverage
- Health savings, flexible spending, and dependent care accounts
- Adoption assistance
- Employee assistance program
- Fitness reimbursement
- Tuition reimbursement
- Associate wellbeing program
- Associate emergency fund
- Various associate banking benefits
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