
Mortgage Automation Data Scientist
2 weeks ago
Senior Data Scientist: Driving Innovation in Mortgage Automation
">Role OverviewAs a Senior Data Scientist, you will play a pivotal role in designing and deploying advanced AI/ML models that power mortgage automation agents. Your expertise in applied data science, particularly in the financial domain and AI, will enable you to drive innovation and improvement in our operations.
Key Responsibilities:
- Designing and deploying AI/ML models for mortgage automation agents
- Developing models for creditworthiness prediction, fraud detection, income verification, document intelligence, and conversational agents
- Ensuring model accuracy, explainability, and compliance with regulatory frameworks
Requirements
Technical SkillsStrong experience with Python, PyTorch, TensorFlow, Scikit-learn, Hugging Face Transformers; NLP expertise: NER, summarization, Q&A, OCR (Tesseract, Amazon Textract, Azure Form Recognizer); deep understanding of statistical modeling, risk scoring, credit analytics, fraud detection; experience with vector databases (Pinecone, Weaviate, FAISS, Milvus) and MLOps tools (MLflow, Kubeflow, Weights & Biases)
Business AcumenFamiliarity with mortgage underwriting, risk modeling, KYC/AML checks; strong foundation in responsible AI practices (fairness, accountability, transparency)
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