
Advanced Data Specialist
2 weeks ago
Achieve success in applied data science by leveraging financial domain expertise and AI innovation.
Mandatory Skills: Python, NLP, Pytorch, Tensorflow, Financial domain
Key Responsibilities:- Develop and deploy advanced models for mortgage automation agents, ensuring high accuracy and regulatory compliance.
- Create predictive models for creditworthiness, fraud detection, income verification, document intelligence, and conversational interfaces.
- Evaluate and refine models to guarantee precision, transparency, and adherence to industry standards.
- Proven experience with Python, PyTorch, TensorFlow, Scikit-learn, Hugging Face Transformers.
- NLP expertise: named entity recognition, text summarization, question answering, OCR (Tesseract, Amazon Textract, Azure Form Recognizer).
- Thorough understanding of statistical modeling, risk scoring, credit analytics, and fraud detection methodologies.
- Familiarity with vector databases (Pinecone, Weaviate, FAISS, Milvus).
- Knowledge of MLOps tools (MLflow, Kubeflow, Weights & Biases).
- Background in mortgage underwriting, risk assessment, KYC/AML checks, and responsible AI practices.
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2 weeks ago
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