Credit Acceptance Corporation

Director, Predictive Modeling and Machine Learning

Credit Acceptance Corporation$250K — $292K *
US-AnywhereRemote in United States
Finance & Insurance
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • Ph.D. or Master's in a quantitative discipline
  • 10+ years in predictive modeling and machine learning
  • 6+ years leading strategic initiatives or mentoring peers
  • Deep expertise in credit risk modeling and ML techniques
  • Advanced proficiency in Python, SQL, and statistical tools
  • Strong understanding of cloud architecture and model lifecycle management
  • Proven ability to influence senior stakeholders
  • Experience with regulatory compliance in financial services

Responsibilities

  • Define and execute the strategic roadmap for predictive modeling
  • Lead cross-functional initiatives to integrate analytics
  • Oversee development, deployment, and monitoring of high-impact models
  • Serve as a strategic advisor on data strategy and innovation
  • Represent Predictive Analytics in regulatory and governance forums
  • Foster partnerships across the organization

Benefits

  • Excellent benefits package with 401(K) match
  • Adoption assistance and parental leave
  • Tuition reimbursement
  • Comprehensive medical, dental, and vision coverage
  • Nonstandard benefits that enhance workplace culture
Full Job Description
The Director is a strategic, senior-level individual contributor who defines and drives the modeling strategy across credit risk, servicing, and collections. This role combines deep technical expertise with business acumen and cross-functional influence. While not initially a people manager, the Director may lead initiatives and mentor others, with potential to transition into formal leadership.

Outcomes and Activities
  • Define and execute the strategic roadmap for predictive modeling and machine learning
  • Lead cross-functional initiatives integrating analytics into business processes
  • Oversee development, deployment, and monitoring of high-impact models
  • Serve as a strategic advisor to senior leadership on data strategy and innovation
  • Represent Predictive Analytics in regulatory, audit, and governance forums
  • Foster partnerships across the organization

Requirement:
  • Ph.D. or Master's in a quantitative discipline
  • 10+ years of experience in predictive modeling and machine learning
  • 6+ years of experience leading strategic initiatives or mentoring senior-level peers
  • Deep expertise in credit risk modeling and ML techniques
  • Advanced proficiency in Python, SQL, and statistical tools (e.g., R, SAS)
  • Strong understanding of cloud architecture and model lifecycle management
  • Proven ability to influence senior stakeholders
  • Experience with regulatory compliance in financial services

Preferred:
  • Experience in auto finance or consumer lending
  • Expertise with cloud platforms (AWS, Azure, GCP, etc.) and MLOps tools (MLflow, Kubeflow, etc.)


Target Compensation: $250,513 - $292,265 base salary + annual bonus

This position is not currently open to individuals who require sponsorship now or in the future to work legally for Credit Acceptance, such as H-1b / H-4 or F-1 OPT visa holders.

#LI-Remote

#zip

Benefits
  • Excellent benefits package that includes 401(K) match, adoption assistance, parental leave, tuition reimbursement, comprehensive medical/ dental/vision and many nonstandard benefits that make us a Great Place to Work


Our Company Values:

To be successful in this role, Team Members need to be:
  • Positive by maintaining resiliency and focusing on solutions
  • Respectful by collaborating and actively listening
  • Insightful by cultivating innovation, accumulating business and role specific knowledge, demonstrating self-awareness and making quality decisions
  • Direct by effectively communicating and conveying courage
  • Earnest by taking accountability, applying feedback and effectively planning and priority setting


Expectations:
  • Remain compliant with our policies processes and legal guidelines
  • All other duties as assigned
  • Attendance as required by department


Advice!

We understand that your career search may look different than others. Our hiring team wants to make sure that this would be a fit not just for us, but for you long term. If you are actively looking or starting to explore new opportunities, send us your application!

P.S.

We have great details around our stats, success, history and more. We're proud of our culture and are happy to share why - let's talk!

Required degrees must have been earned at institutions of Higher Education which are accredited by the Council for Higher Education Accreditation or equivalent.

Play the video below to learn more about our Company culture.

About Credit Acceptance Corporation

Credit Acceptance Corporation is a publicly traded company that provides automobile loans through indirect lending. The company operates in the United States and Canada. Credit Acceptance Corporation was founded in 1972 by Don Foss, and is headquartered in Southfield, Michigan. The company has been publicly traded since 1992.
Learn more about Credit Acceptance Corporation
Size
2,033 employees
Market Cap
$5.7 billion
Industry
Net Income
$421 million
Founded
1972
5 Year Trend
+13.9%
Revenue
$1.6 billion
NASDAQ

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