{"schemaVersion":"jobsearcher.job.v1","id":"35a8e81e6cffdfbc54fb86cf","url":"https://jobsearcher.com/jobs/35a8e81e6cffdfbc54fb86cf","canonicalUrl":"https://jobsearcher.com/jobs/35a8e81e6cffdfbc54fb86cf","title":"Machine Learning, Predictive Modeling -WFH","description":"# Manager of Predictive Modeling & Machine Learning## About the RoleCredit Acceptance is seeking a **Manager of Predictive Modeling & Machine Learning** to lead the development and deployment of statistical and machine learning models that support strategic decision-making across credit risk, collections, and business operations. Credit Acceptance provides vehicle financing solutions through a nationwide network of automobile dealers.This role combines traditional predictive modeling with modern machine learning techniques and MLOps practices. The successful candidate will be an expert-level, hands-on modeler with strong technical skills, business acumen, leadership experience, and the ability to communicate insights to senior and cross-functional stakeholders.## Key Responsibilities* Lead the design and deployment of predictive models for credit risk, collections, and business operations.* Apply advanced machine learning techniques, including ensemble models, deep learning, and natural language processing (NLP).* Mentor and support junior and peer-level data scientists.* Promote the adoption of modern data science tools and platforms.* Present analytical insights and modeling results to senior and cross-functional stakeholders.* Drive experimentation with emerging techniques such as causal inference and Generative AI (GenAI).* Lead cross-functional initiatives related to predictive modeling, machine learning, and analytics.* Develop and maintain machine learning models in production environments.* Support continuous improvement and adoption of modern data science and MLOps practices.## Required Qualifications* Bachelor's degree in a quantitative discipline.* 5+ years of experience in predictive modeling and analytics.* 5+ years of experience applying machine learning in production environments.* Demonstrated leadership in cross-functional initiatives.* Advanced proficiency in **Python, SQL, and statistical tools such as R or SAS**.* Strong communication and stakeholder management skills.## Preferred Qualifications* Master's degree or Ph.D. in a quantitative discipline.* Experience with model governance, model explainability, and responsible AI.* Experience in consumer lending.## Skills & Competencies* Predictive Modeling* Machine Learning* Statistical Modeling* Machine Learning in Production* MLOps* Python* SQL* R and/or SAS* Ensemble Modeling* Deep Learning* Natural Language Processing (NLP)* Causal Inference* Generative AI* Data Science* Model Governance and Explainability* Cross-Functional Leadership* Stakeholder Management* Business Acumen* Technical Communication* Mentoring and Team Development## Education & Experience**Education — Required*** Bachelor's degree in a quantitative discipline.**Education — Preferred*** Master's degree or Ph.D. in a quantitative discipline.**Experience — Required*** 5+ years of experience in predictive modeling and analytics.* 5+ years of experience applying machine learning in","company":"Torentify","rawCompany":"torentify","city":"Denver","state":"CO","isRemote":false,"isActive":false,"createdAt":"2026-09-23T07:54:49.428Z","occupations":[{"code":"15-2051.00","title":"Data Scientists","slug":"data-scientists"},{"code":"13-2041.00","title":"Credit Analysts","slug":"credit-analysts"},{"code":"13-2072.00","title":"Loan Officers","slug":"loan-officers"}],"industries":[{"code":"522291","title":"Consumer Lending","slug":"consumer-lending"},{"code":"522390","title":"Other Activities Related to Credit Intermediation","slug":"other-activities-related-to-credit-intermediation"},{"code":"522299","title":"International, Secondary Market, and All Other Nondepository Credit Intermediation","slug":"international-secondary-market-and-all-other-nondepository-credit-intermediation"}],"jobPosting":{"@context":"https://schema.org","@type":"JobPosting","title":"Machine Learning, Predictive Modeling -WFH","description":"# Manager of Predictive Modeling & Machine Learning## About the RoleCredit Acceptance is seeking a **Manager of Predictive Modeling & Machine Learning** to lead the development and deployment of statistical and machine learning models that support strategic decision-making across credit risk, collections, and business operations. Credit Acceptance provides vehicle financing solutions through a nationwide network of automobile dealers.This role combines traditional predictive modeling with modern machine learning techniques and MLOps practices. The successful candidate will be an expert-level, hands-on modeler with strong technical skills, business acumen, leadership experience, and the ability to communicate insights to senior and cross-functional stakeholders.## Key Responsibilities* Lead the design and deployment of predictive models for credit risk, collections, and business operations.* Apply advanced machine learning techniques, including ensemble models, deep learning, and natural language processing (NLP).* Mentor and support junior and peer-level data scientists.* Promote the adoption of modern data science tools and platforms.* Present analytical insights and modeling results to senior and cross-functional stakeholders.* Drive experimentation with emerging techniques such as causal inference and Generative AI (GenAI).* Lead cross-functional initiatives related to predictive modeling, machine learning, and analytics.* Develop and maintain machine learning models in production environments.* Support continuous improvement and adoption of modern data science and MLOps practices.## Required Qualifications* Bachelor's degree in a quantitative discipline.* 5+ years of experience in predictive modeling and analytics.* 5+ years of experience applying machine learning in production environments.* Demonstrated leadership in cross-functional initiatives.* Advanced proficiency in **Python, SQL, and statistical tools such as R or SAS**.* Strong communication and stakeholder management skills.## Preferred Qualifications* Master's degree or Ph.D. in a quantitative discipline.* Experience with model governance, model explainability, and responsible AI.* Experience in consumer lending.## Skills & Competencies* Predictive Modeling* Machine Learning* Statistical Modeling* Machine Learning in Production* MLOps* Python* SQL* R and/or SAS* Ensemble Modeling* Deep Learning* Natural Language Processing (NLP)* Causal Inference* Generative AI* Data Science* Model Governance and Explainability* Cross-Functional Leadership* Stakeholder Management* Business Acumen* Technical Communication* Mentoring and Team Development## Education & Experience**Education — Required*** Bachelor's degree in a quantitative discipline.**Education — Preferred*** Master's degree or Ph.D. in a quantitative discipline.**Experience — Required*** 5+ years of experience in predictive modeling and analytics.* 5+ years of experience applying machine learning in","datePosted":"2026-09-23T07:54:49.428Z","dateModified":"2026-09-23T07:54:49.428Z","hiringOrganization":{"@type":"Organization","name":"Torentify","sameAs":"https://jobsearcher.com"},"jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Denver","addressRegion":"CO","addressCountry":"US"}},"identifier":{"@type":"PropertyValue","name":"JobSearcher","value":"35a8e81e6cffdfbc54fb86cf"},"url":"https://jobsearcher.com/jobs/35a8e81e6cffdfbc54fb86cf"}}