
Advanced Data Science Expert
2 days ago
We are seeking a skilled professional to fill the role of Senior Data Scientist.
- The ideal candidate will have expertise in applied data science, with a strong focus on the financial domain and AI.
Key Responsibilities:
- Develop advanced AI/ML models for mortgage automation agents.
- Predict creditworthiness, detect fraud, verify income, and extract insights from documents using NLP techniques.
- Ensure models are accurate, explainable, and compliant with regulatory frameworks.
Required Skills & Experience:
- Strong 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, and fraud detection.
- Experience with vector databases (Pinecone, Weaviate, FAISS, Milvus).
- Familiarity with MLOps tools (MLflow, Kubeflow, Weights & Biases).
- Fundamentals of mortgage underwriting, risk modeling, KYC/AML checks.
- Strong foundation in responsible AI practices (fairness, accountability, transparency).
This is an exciting opportunity to leverage data science in driving business growth.
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