
Senior Analyst, Predictive Analytics, Machine Learning
Credit Acceptance
full-time
Posted on:
Location Type: Hybrid
Location: United States
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Salary
💰 $128,000 - $165,000 per year
Job Level
About the role
- Design, develop, and maintain statistical and machine learning models that support high-impact business decisions across pricing, credit risk, and other areas
- Actively monitor models in production, identify performance degradation or data issues, and recommend corrective actions or enhancements
- Develop complex SQL and analytical code to extract, transform, and validate large, multi-source datasets used for modeling, reporting, and decision support
- Perform ad hoc and exploratory analyses to address business questions, evaluate trade-offs, and inform policy or strategy decisions
- Translate high-level business objectives into analytical tasks, technical specifications, and modeling approaches
- Ensure data quality, consistency, and suitability for modeling; support testing, validation, and implementation activities required for production deployment
Requirements
- Bachelor’s degree or higher in a quantitative field (e.g., statistics, mathematics, economics, engineering, computer science, or related discipline)
- 3+ years of experience applying analytical and programming skills in a business or research environment
- Proficiency in one or more analytical and programming languages such as Python, SQL, R, or SAS
- Strong analytical problem-solving skills with the ability to apply quantitative methods creatively to business problems
- Expertise in extracting, manipulating, and analyzing large-scale datasets.
- Advanced proficiency in Python, SQL, and statistical tools (e.g., R, SAS) preferred.
- Experience developing or supporting predictive models such as credit scorecards, pricing models, or collections strategies preferred.
- Experience in financial services analytics or a related regulated, data-intensive industry preferred.
- Familiarity with model performance monitoring, validation concepts, and production analytics preferred.
Benefits
- Excellent benefits package that includes 401(K) match
- Adoption assistance
- Parental leave
- Tuition reimbursement
- Comprehensive medical/dental/vision
- Many nonstandard benefits that make us a Great Place to Work
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
statistical modelsmachine learning modelsSQLPythonRSASdata extractiondata transformationdata validationpredictive models
Soft Skills
analytical problem-solvingcreativitycommunicationtechnical specification translationdata quality assurance