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3 days ago
We are seeking an exceptional AI/ML model development specialist to spearhead the creation and deployment of cutting-edge models that drive mortgage automation innovation.
This role involves designing and implementing advanced machine learning algorithms for creditworthiness prediction, fraud detection, income verification, document analysis, and conversational interfaces.
The successful candidate will ensure that developed models are highly accurate, interpretable, and compliant with relevant regulatory frameworks.
Required Expertise and Qualifications- Proficiency in Python, PyTorch, TensorFlow, Scikit-learn, and Hugging Face Transformers.
- NLP expertise: named entity recognition, text summarization, question answering, and optical character recognition using Tesseract, Amazon Textract, or Azure Form Recognizer.
- Deep understanding of statistical modeling, risk assessment, credit analytics, and fraud detection methodologies.
- Experience with vector databases, including Pinecone, Weaviate, FAISS, and Milvus.
- Familiarity with MLOps tools, such as MLflow, Kubeflow, and Weights & Biases.
- Knowledge of mortgage underwriting processes, risk management, and Know Your Customer (KYC) / Anti-Money Laundering (AML) protocols.
- Strong foundation in responsible AI practices, including fairness, accountability, and transparency.
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