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Tech Stack
Tools & technologiesPandasPythonScikit-LearnSQL
About the role
Key responsibilities & impact- Partner with stakeholders to understand credit risk management requirements and translate them into data-driven solutions
- Proactively identify and communicate challenges, opportunities, and risks associated with end-to-end model development and deployment life-cycle
- Leverage advanced machine learning, artificial intelligence, and statistical methods and technologies to design flexible, scalable, and automated risk modeling solutions
- Develop and review code and automated processes to extract credit risk patterns from large scale application and transaction data
- Keep abreast with emerging trends in machine learning and identify opportunities to leverage new tools
- Mentor and support junior data scientists, sharing knowledge and best practices to elevate the data science practice at WEX
Requirements
What you’ll need- 4 or more years of professional experience in data science, machine learning, and artificial intelligence
- Master’s or Ph.D. degree in a quantitative field such as Mathematics, Statistics, Data Science, Operations Research, Computer Science.
- Strong knowledge of credit risk-drivers in small and medium sized businesses, public firms, and private firms
- Advanced knowledge of SQL and experience creating and managing large datasets
- Advanced knowledge of Python or R and experience with common data science libraries such as lightgbm, scikit-learn, pandas
- Deep understanding of model deployment requirements for scalable solutions
- Deep expertise in statistical and machine learning techniques
- Strong communication and presentation skills
- Evidence of creative problem solving, critical thinking and a continual learning mindset in credit risk management
Benefits
Comp & perks- health, dental and vision insurances
- retirement savings plan
- paid time off
- health savings account
- flexible spending accounts
- life insurance
- disability insurance
- tuition reimbursement
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
data sciencemachine learningartificial intelligencestatistical methodsSQLPythonRlightgbmscikit-learnpandas
Soft Skills
communicationpresentationcreative problem solvingcritical thinkingcontinual learning
Certifications
Master’s degreePh.D. degree