Full Stack Engineer

Location: Remote / Flexible (with occasional travel to medical offices)Compensation: Highly competitive base salary + generous equity packageWhy This Role Stands Out:You’ll shape Endeavor Flow’s evolution into an AI-native platform—developing machine learning models that optimize treatment acceptance, enhance risk prediction accuracy, and personalize financing workflows at scale. This isn’t incremental AI; you’re building core ML systems that leverage unique healthcare financing data to create sustainable competitive moats while maintaining the transparency and compliance standards critical in healthcare finance. Phase 1: Treatment Optimization EngineDriving Transaction Revenue Through Intelligent Treatment RecommendationsAI-powered treatment coordination that helps practices identify optimal additional procedures and timingFinancing optimization to maximize loan amounts within approved lender limits, increasing average transaction sizeReal-time decision support with explainable recommendations that treatment coordinators can confidently presentDirect impact on transaction revenue through higher case values and improved financing utilizationPhase 2: Predictive Risk & Banking IntelligenceEnhancing Profitability and Maintaining 100% Approval ExcellenceAdvanced risk prediction models using proprietary dental financing data to reduce defaults and improve portfolio performanceEnhanced approval optimization that maintains our 100% financing approval rate while improving loan qualityHealthcare-specific risk assessment that provides deeper insights than traditional credit modelsBottom-line impact through reduced risk exposure, improved lending terms, and potential for direct lending partnershipsCompetitive advantage through aggregated lending intelligence from multiple lender partnerships that creates hyper tuned risk assessment models unavailable to single-lender or generic fintech platformsWhat We’re Looking ForExperience: 7–10+ years in production-grade ML/AI, ideally in fintech, payments, or healthcare.Technical Mastery: Deep expertise in Python, SQL, TensorFlow, PyTorch, Spark/Scala; familiarity with LLMs, recommender systems, credit scoring.MLOps & Infrastructure: Hands-on experience with ML pipelines, CI/CD, feature stores, model monitoring, and lifecycle tools like MLFlow.Product Impact: Track record of deploying ML solutions that deliver measurable operational or revenue benefits.Explainability & Compliance: Experience implementing transparent, bias-aware models suitable for sensitive domains.Leadership to Build: Ability to be both an individual contributor and future team leader—driving strategy, mentorship, and execution.Mission-Driven: Passionate about using AI to increase access to care, improve patient outcomes, and drive innovative financial workflows.Salary & BenefitsTop-of-market base salaryGenerous equity—real stake in company growthFully remote-first, with travel support for site visitsProfessional development stipendHealth benefits, flexible PTO, inclusive and mission-driven cultureHow to ApplyIf you're excited to architect next-generation AI systems that transform healthcare financing—while building foundational infrastructure and owning strategic AI impact—let’s connect.