Director, Predictive Modeling & ML Strategy

Credit Acceptance Corporation; United States; On-site; USD 250,513 - 292,265; Full time

Benefits offered by this job

401(K) match

Tuition reimbursement

Comprehensive medical, dental, vision

Adoption assistance

Parental leave

Job summary

Credit Acceptance Corporation is seeking a Director who will define and execute the modeling strategy across credit risk, servicing, and collections. This strategic role involves overseeing predictive modeling and machine learning, leading cross-functional initiatives, and advising senior leadership.

The ideal candidate will have extensive experience in credit risk modeling and deep knowledge of analytics. An excellent benefits package and a supportive work culture are provided.

Qualifications

• 10+ years of experience in predictive modeling and machine learning.
• 6+ years of experience leading strategic initiatives or mentoring peers.
• Deep expertise in credit risk modeling and ML techniques.

Responsibilities

• Define and execute the strategic roadmap for predictive modeling.
• Lead initiatives integrating analytics into business processes.
• Oversee development and monitoring of high-impact models.

Skills

Predictive modeling

Machine learning

Python

SQL

Statistical tools (e.g., R, SAS)

Cloud architecture

Regulatory compliance

Data strategy

Education

Bachelor's in a quantitative discipline

Ph.D. or Master's in a quantitative discipline

Tools

MLOps tools (MLflow, Kubeflow)

Cloud platforms (AWS, Azure, GCP)

Job description

Credit Acceptance Corporation is seeking a Director who will define and execute the modeling strategy across credit risk, servicing, and collections. This strategic role involves overseeing predictive modeling and machine learning, leading cross-functional initiatives, and advising senior leadership.

The ideal candidate will have extensive experience in credit risk modeling and deep knowledge of analytics. An excellent benefits package and a supportive work culture are provided.