
Fraud Data Scientist
UMB Bank
full-time
Posted on:
Location Type: Hybrid
Location: Kansas City • Idaho • Kansas • United States
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Salary
💰 $69,230 - $149,000 per year
About the role
- 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
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
statistical analysisartificial intelligencemachine learningdeep learningdata modelingprogrammingadvanced statisticshyperparameter tuningpredictive modelingnatural language processing
Soft Skills
critical thinking
Certifications
Master’s Degree in Computer ScienceMaster’s Degree in MathMaster’s Degree in EconomicsMaster’s Degree in Statistics