
AI and Machine Learning Engineer
3 days ago
Job Summary
We are seeking a highly skilled Data Scientist to develop and deploy advanced AI/ML models for mortgage automation agents. The ideal candidate will have strong experience with Python, PyTorch, TensorFlow, Scikit-learn, Hugging Face Transformers and NLP expertise: NER, summarization, Q&A, OCR.
About the Role
- The Senior Data Scientist will design and develop models for creditworthiness prediction, fraud detection, income verification, document intelligence, and conversational agents.
- The role involves ensuring models are accurate, explainable, and compliant with regulatory frameworks.
- The candidate will collaborate with cross-functional teams to integrate models into business operations.
- Stay up-to-date with industry trends and advancements in AI/ML.
Key Qualifications
- Strong Experience: Python, PyTorch, TensorFlow, Scikit-learn, Hugging Face Transformers.
- NLP Expertise: NER, summarization, Q&A, OCR (Tesseract, Amazon Textract, Azure Form Recognizer).
- Deep Understanding: Statistical modeling, risk scoring, credit analytics, fraud detection.
- Vector Databases: Pinecone, Weaviate, FAISS, Milvus.
- MLOps Tools: MLflow, Kubeflow, Weights & Biases.
- Mortgage Underwriting: Risk modeling, KYC/AML checks.
- Responsible AI Practices: Fairness, accountability, transparency.
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