
Advanced Analytics Expert
19 hours ago
Job Title: Advanced Analytics Expert
\As a seasoned data expert, you will develop and deploy cutting-edge AI/ML models for mortgage automation. Your key responsibilities include designing accurate, explainable, and compliant models using Python, PyTorch, TensorFlow, and Scikit-learn.
\- Develop NLP expertise in named entity recognition (NER), text summarization, question answering (Q&A), and optical character recognition (OCR) using Tesseract and other tools.
You will collaborate with cross-functional teams to integrate models into mortgage underwriting processes, maintaining a deep understanding of statistical modeling, risk scoring, credit analytics, and fraud detection techniques.
\Requirements\- Strong experience with machine learning frameworks, including PyTorch, TensorFlow, and Scikit-learn.
- NLP expertise: NER, text summarization, Q&A, OCR.
- Deep understanding of statistical modeling, risk scoring, credit analytics, and fraud detection.
- Experience with vector databases (Pinecone, Weaviate, FAISS).
- Familiarity with MLOps tools (MLflow, Kubeflow).
- Knowledge of responsible AI practices (fairness, accountability, transparency).
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