Credit Data Modeler - Remote
Posted 2025-08-23
Remote, USA
Full Time
Immediate Start
<p style="font-family: Tahoma;"><span style="font-size: 10px;">Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and resources they need to feel their best. Here, you will find a culture guided by inclusion, talented peers, comprehensive benefits and career development opportunities. Come make an impact on the communities we serve as you help us advance health optimization on a global scale. Join us to start <strong>Caring. Connecting. Growing together.</strong></span></p>
<p style="font-family: Tahoma;"><br><span style="font-size: 10px;">We’re seeking a sharp, experienced Credit Modeler to build and scale the credit modeling infrastructure behind our Consumer and Small Business lending products. In this hands-on role, you will develop and maintain new and existing machine learning and statistical models that power real-time credit decisions across acquisition, pricing, line assignment, and portfolio risk management. This is a high-impact opportunity to shape how we use data to drive responsible growth, improve financial inclusion, and optimize unit economics — all in a fast-paced, agile Banking environment.</span></p>
<p style="font-family: Tahoma;"><br><span style="font-size: 10px;">You’ll enjoy the flexibility to work remotely * from anywhere within the U.S. as you take on some tough challenges.</span></p>
<p style="font-family: Tahoma;"><br><span style="font-size: 10px;"><strong>Primary Responsibilities:</strong></span></p>
<ul>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Build Credit Models:</span>
<ul>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Develop and maintain predictive models for application and behavioral scoring, probability of default (PD), loss given default (LGD), and early risk detection</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Design models for underwriting, fraud detection, credit line management, and collections strategies</span></li>
</ul>
</li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Feature Engineering & Data Innovation:</span>
<ul>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Create advanced features using alternative data sources (e.g., bank transaction data, health care claims data, cash flow, open banking, etc.)</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Evaluate new data vendors and enrich internal datasets to improve model performance</span></li>
</ul>
</li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">End-to-End Ownership:</span>
<ul>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Take models from prototype to production in partnership with Data Engineering and Product teams</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Build interpretable and compliant models aligned with FCRA, ECOA, and fair lending standards</span></li>
</ul>
</li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Performance Monitoring & Iteration:</span>
<ul>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Own model monitoring, validation, reporting and back testing, regularly recalibrating for shifts in macroeconomic conditions or borrower behavior</span></li>
</ul>
</li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Collaborate Cross-Functionally:</span>
<ul>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Work with Risk, Product, Compliance and Finance teams to integrate model outputs into strategy</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Communicate insights clearly to technical and non-technical stakeholders</span></li>
</ul>
</li>
</ul>
<p style="font-family: Tahoma;"><br><span style="font-size: 10px;">You’ll be rewarded and recognized for your performance in an environment that will challenge you and give you clear direction on what it takes to succeed in your role as well as provide development for other roles you may be interested in.</span></p><br><br><p style="font-family: Tahoma;"><span style="font-size: 10px;"><strong>Required Qualifications:</strong></span></p>
<ul>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">5+ years of experience working with Python or R and SQL; familiarity with cloud environments like AWS, GCP, or Snowflake</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">5+ years of experience working with lending lifecycle and credit risk KPIs (e.g., delinquency, charge-offs, approval rates, ROI, CAC/payback)</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">4+ years of experience in credit risk modeling, ideally at a fintech, neobank, or consumer lending startup</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">4+ years of experience with both traditional statistical techniques (e.g., logistic regression, scorecards) and modern machine learning </span></li>
</ul>
<p style="font-family: Tahoma;"></p>
<p style="font-family: Tahoma;"><span style="font-size: 10px;"><strong>Preferred Qualifications:</strong></span></p>
<ul>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Experience with real-time underwriting or decisioning APIs</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Experience working in embedded finance, BNPL, gig economy lending, or small business credit</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Familiarity with explainability frameworks (e.g., SHAP, LIME)</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Exposure to model governance or regulatory reviews</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Comfort working in a dynamic, test-and-learn environment with incomplete data</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Solid communication skills and attention to model transparency, fairness, and compliance</span></li>
</ul>
<p style="font-family: Tahoma;"><br><span style="font-size: 10px;">*All employees working remotely will be required to adhere to UnitedHealth Group’s Telecommuter Policy.</span></p>
<p style="font-family: Tahoma;"><br><span style="font-size: 10px;">Pay is based on several factors including but not limited to local labor markets, education, work experience, certifications, etc. In addition to your salary, we offer benefits such as, a comprehensive benefits package, incentive and recognition programs, equity stock purchase and 401k contribution (all benefits are subject to eligibility requirements). No matter where or when you begin a career with us, you’ll find a far-reaching choice of benefits and incentives. The salary for this role will range from $110,200 to $188,800 annually based on full-time employment. We comply with all minimum wage laws as applicable.</span></p>
<p style="font-family: Tahoma;"><span style="font-size: 10px;"><strong>Application Deadline: </strong>This will be posted for a minimum of 2 business days or until a sufficient candidate pool has been collected. Job posting may come down early due to volume of applicants.</span></p>
<p style="font-family: Tahoma;"></p>
<p style="font-family: Tahoma; text-align: center;"><br><span style="font-size: 10px;"><em>At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone. We believe everyone–of every race, gender, sexuality, age, location and income–deserves the opportunity to live their healthiest life. Today, however, there are still far too many barriers to good health which are disproportionately experienced by people of color, historically marginalized groups and those with lower incomes. We are committed to mitigating our impact on the environment and enabling and delivering equitable care that addresses health disparities and improves health outcomes — an enterprise priority reflected in our mission.</em></span></p>
<p style="font-family: Tahoma; text-align: center;"></p>
<p style="font-family: Tahoma; text-align: center;"><br><span style="font-size: 10px;"><em>UnitedHealth Group is an Equal Employment Opportunity employer under applicable law and qualified applicants will receive consideration for employment without regard to race, national origin, religion, age, color, sex, sexual orientation, gender identity, disability, or protected veteran status, or any other characteristic protected by local, state, or federal laws, rules, or regulations.</em></span></p>
<p style="font-family: Tahoma; text-align: center;"><br><span style="font-size: 10px;"><em>UnitedHealth Group is a drug - free workplace. Candidates are required to pass a drug test before beginning employment.</em></span></p>
<p style="font-family: Tahoma;"><br><span style="font-size: 10px;">We’re seeking a sharp, experienced Credit Modeler to build and scale the credit modeling infrastructure behind our Consumer and Small Business lending products. In this hands-on role, you will develop and maintain new and existing machine learning and statistical models that power real-time credit decisions across acquisition, pricing, line assignment, and portfolio risk management. This is a high-impact opportunity to shape how we use data to drive responsible growth, improve financial inclusion, and optimize unit economics — all in a fast-paced, agile Banking environment.</span></p>
<p style="font-family: Tahoma;"><br><span style="font-size: 10px;">You’ll enjoy the flexibility to work remotely * from anywhere within the U.S. as you take on some tough challenges.</span></p>
<p style="font-family: Tahoma;"><br><span style="font-size: 10px;"><strong>Primary Responsibilities:</strong></span></p>
<ul>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Build Credit Models:</span>
<ul>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Develop and maintain predictive models for application and behavioral scoring, probability of default (PD), loss given default (LGD), and early risk detection</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Design models for underwriting, fraud detection, credit line management, and collections strategies</span></li>
</ul>
</li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Feature Engineering & Data Innovation:</span>
<ul>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Create advanced features using alternative data sources (e.g., bank transaction data, health care claims data, cash flow, open banking, etc.)</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Evaluate new data vendors and enrich internal datasets to improve model performance</span></li>
</ul>
</li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">End-to-End Ownership:</span>
<ul>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Take models from prototype to production in partnership with Data Engineering and Product teams</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Build interpretable and compliant models aligned with FCRA, ECOA, and fair lending standards</span></li>
</ul>
</li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Performance Monitoring & Iteration:</span>
<ul>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Own model monitoring, validation, reporting and back testing, regularly recalibrating for shifts in macroeconomic conditions or borrower behavior</span></li>
</ul>
</li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Collaborate Cross-Functionally:</span>
<ul>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Work with Risk, Product, Compliance and Finance teams to integrate model outputs into strategy</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Communicate insights clearly to technical and non-technical stakeholders</span></li>
</ul>
</li>
</ul>
<p style="font-family: Tahoma;"><br><span style="font-size: 10px;">You’ll be rewarded and recognized for your performance in an environment that will challenge you and give you clear direction on what it takes to succeed in your role as well as provide development for other roles you may be interested in.</span></p><br><br><p style="font-family: Tahoma;"><span style="font-size: 10px;"><strong>Required Qualifications:</strong></span></p>
<ul>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">5+ years of experience working with Python or R and SQL; familiarity with cloud environments like AWS, GCP, or Snowflake</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">5+ years of experience working with lending lifecycle and credit risk KPIs (e.g., delinquency, charge-offs, approval rates, ROI, CAC/payback)</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">4+ years of experience in credit risk modeling, ideally at a fintech, neobank, or consumer lending startup</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">4+ years of experience with both traditional statistical techniques (e.g., logistic regression, scorecards) and modern machine learning </span></li>
</ul>
<p style="font-family: Tahoma;"></p>
<p style="font-family: Tahoma;"><span style="font-size: 10px;"><strong>Preferred Qualifications:</strong></span></p>
<ul>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Experience with real-time underwriting or decisioning APIs</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Experience working in embedded finance, BNPL, gig economy lending, or small business credit</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Familiarity with explainability frameworks (e.g., SHAP, LIME)</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Exposure to model governance or regulatory reviews</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Comfort working in a dynamic, test-and-learn environment with incomplete data</span></li>
<li style="font-family: Tahoma;"><span style="font-size: 10px;">Solid communication skills and attention to model transparency, fairness, and compliance</span></li>
</ul>
<p style="font-family: Tahoma;"><br><span style="font-size: 10px;">*All employees working remotely will be required to adhere to UnitedHealth Group’s Telecommuter Policy.</span></p>
<p style="font-family: Tahoma;"><br><span style="font-size: 10px;">Pay is based on several factors including but not limited to local labor markets, education, work experience, certifications, etc. In addition to your salary, we offer benefits such as, a comprehensive benefits package, incentive and recognition programs, equity stock purchase and 401k contribution (all benefits are subject to eligibility requirements). No matter where or when you begin a career with us, you’ll find a far-reaching choice of benefits and incentives. The salary for this role will range from $110,200 to $188,800 annually based on full-time employment. We comply with all minimum wage laws as applicable.</span></p>
<p style="font-family: Tahoma;"><span style="font-size: 10px;"><strong>Application Deadline: </strong>This will be posted for a minimum of 2 business days or until a sufficient candidate pool has been collected. Job posting may come down early due to volume of applicants.</span></p>
<p style="font-family: Tahoma;"></p>
<p style="font-family: Tahoma; text-align: center;"><br><span style="font-size: 10px;"><em>At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone. We believe everyone–of every race, gender, sexuality, age, location and income–deserves the opportunity to live their healthiest life. Today, however, there are still far too many barriers to good health which are disproportionately experienced by people of color, historically marginalized groups and those with lower incomes. We are committed to mitigating our impact on the environment and enabling and delivering equitable care that addresses health disparities and improves health outcomes — an enterprise priority reflected in our mission.</em></span></p>
<p style="font-family: Tahoma; text-align: center;"></p>
<p style="font-family: Tahoma; text-align: center;"><br><span style="font-size: 10px;"><em>UnitedHealth Group is an Equal Employment Opportunity employer under applicable law and qualified applicants will receive consideration for employment without regard to race, national origin, religion, age, color, sex, sexual orientation, gender identity, disability, or protected veteran status, or any other characteristic protected by local, state, or federal laws, rules, or regulations.</em></span></p>
<p style="font-family: Tahoma; text-align: center;"><br><span style="font-size: 10px;"><em>UnitedHealth Group is a drug - free workplace. Candidates are required to pass a drug test before beginning employment.</em></span></p>