
Advanced AI Model Developer
2 weeks ago
Senior Data Scientist
About the Role:We seek a highly skilled Senior Data Scientist to fill this position. As a key member of our AI/ML development team, you will be responsible for designing and deploying advanced models to power mortgage automation agents.
The ideal candidate will have a strong background in data science, with experience in developing and implementing AI/ML models in the financial domain. You will work closely with cross-functional teams to ensure that models are accurate, explainable, and compliant with regulatory frameworks.
Key Responsibilities:
- Design and deploy advanced AI/ML models for creditworthiness prediction, fraud detection, income verification, document intelligence, and conversational agents.
- Evaluate and improve model performance using metrics such as accuracy, precision, and recall.
- Collaborate with data engineers to implement model deployments and integrate them into production environments.
- Develop and maintain technical documentation for models and algorithms used in the organization.
- Mentor junior data scientists and contribute to the growth of the team.
Requirements:
- 5+ years of experience in applied data science, with a focus on AI/ML and the financial domain.
- Strong expertise in 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, fraud detection.
- Experience with vector databases (Pinecone, Weaviate, FAISS, Milvus).
- Knowledge of MLOps tools (MLflow, Kubeflow, Weights & Biases).
- Familiarity with mortgage underwriting, risk modeling, KYC/AML checks.
- Strong foundation in responsible AI practices (fairness, accountability, transparency).
What We Offer:
A dynamic and supportive work environment, with opportunities for professional growth and development. We are committed to fostering a culture of innovation, collaboration, and continuous learning.
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