Senior Manager/Director, Predictive Modeling and Machine Learning

🕒 3 days ago

🇺🇸 United States – Remote

💵 $221.2k - $259.1k / year

⏰ Full Time

🟠 Senior

🤖 Machine Learning Engineer

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Credit Acceptance

WebsiteLinkedInAll Job Openings

1001 - 5000 employees

Founded 1972

💸 Finance

💳 Fintech

Finance • Fintech • Automotive

Credit Acceptance is a company that specializes in providing auto financing solutions to individuals, including those with bad credit history or no credit history at all. With over 50 years of experience, Credit Acceptance has helped more than 4 million consumers secure financing for vehicle purchases. The company operates a network of over 15,000 dealers and offers customers the ability to pre-qualify for auto financing, which does not impact their credit score. Furthermore, Credit Acceptance provides educational resources and tools, such as payment and auto price calculators, to assist customers in managing their finances and understanding their credit options. The company's mission is to drive possibility by offering financial solutions that give individuals the opportunity to improve their financial situation and secure reliable transportation.

📋 Description

• Lead the design and deployment of predictive models for credit risk, collections, and operations (Senior Manager) • Integrate advanced ML techniques (e.g., ensemble models, deep learning, NLP) (Senior Manager) • Mentor and support junior and peer-level data scientists (Senior Manager) • Promote adoption of modern data science tools and platforms (Senior Manager) • Present insights to senior and cross-functional stakeholders (Senior Manager) • Drive experimentation with emerging techniques (e.g., causal inference, GenAI) (Senior Manager) • Define and execute the strategic roadmap for predictive modeling and machine learning (Director) • Lead cross-functional initiatives integrating analytics to business processes (Director) • Oversee development, deployment, and monitoring of high-impact models (Director) • Serve as a strategic advisor to senior leadership on data strategy and innovation (Director) • Represent Predictive Analytics in regulatory, audit, and governance forums (Director) • Foster partnerships across the organization (Director)

🎯 Requirements

• Master’s or Ph.D. in a quantitative field • 8+ years of experience in predictive modeling and analytics (Senior Manager) • 10+ years of experience in predictive modeling and machine learning (Director) • 6+ years of experience applying ML in production environments (Senior Manager) • 6+ years of experience leading strategic initiatives or mentoring senior-level peers (Director) • Advanced proficiency in Python, SQL, and statistical tools (e.g., R, SAS) • Deep expertise in credit risk modeling and ML techniques (Director) • Experience with cloud platforms and MLOps tools (Senior Manager) • Thought leader with strong communication and stakeholder management skills (Senior Manager) • Strong understanding of cloud architecture and model lifecycle management (Director) • Proven ability to influence senior stakeholders (Director) • Experience with regulatory compliance in financial services (Director)

🏖️ 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