
Advanced AI Model Developer
1 day ago
Role: Senior Data Scientist
As a key member of our data science team, you will be responsible for designing and developing advanced AI/ML models to automate mortgage processes.
- Mandatory Skills:
- Python programming language
- Natural Language Processing (NLP)
- PyTorch and TensorFlow frameworks
- Financial domain expertise
Key Responsibilities:
- Develop sophisticated AI models to enhance mortgage automation efficiency.
- Evaluate and improve model accuracy, explainability, and regulatory compliance.
Required Skills & Experience:
- Strong experience with Python, PyTorch, TensorFlow, Scikit-learn, Hugging Face Transformers,
- NLP expertise: Named Entity Recognition (NER), summarization, Q&A, OCR (Tesseract, Amazon Textract, Azure Form Recognizer),
- Deep understanding of statistical modeling, risk scoring, credit analytics, fraud detection,
- Experience with vector databases (Pinecone, Weaviate, FAISS, Milvus),
- Familiarity with MLOps tools (MLflow, Kubeflow, Weights & Biases),
- Knowledge of mortgage underwriting, risk modeling, KYC/AML checks,
- Strong foundation in responsible AI practices (fairness, accountability, transparency).
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