
Intelligent Mortgage Automation Specialist
5 days ago
As a cutting-edge specialist in AI-driven mortgage automation, you will be working on designing and implementing intelligent solutions to streamline loan processing workflows.
About the RoleThis is an exciting challenge that requires hands-on expertise in Machine Learning, NLP, and LLMs. You will collaborate closely with cross-functional teams to ensure compliance, explainability, and effectiveness of AI solutions.
Key Responsibilities- Design and implement ML/NLP/GenAI pipelines for automating loan origination, underwriting, and document intelligence processes.
- Develop and deploy LLM-based solutions using tools like HuggingFace and integrate via LangChain or similar frameworks.
- Build and orchestrate Agentic AI systems (e.g., using LangChain Agents, CrewAI) to enable autonomous decision-making, task planning, and loan-processing agents.
- Fine-tune domain-specific LLMs and embeddings for intelligent document classification, summarization, and question answering.
- Develop end-to-end MLOps workflows for scalable training, testing, and monitoring of models.
- Deploy AI models and microservices using Azure (Azure ML, Functions, Blob Storage, App Services).
- 5+ years of hands-on experience in Machine Learning, NLP, or LLM-based systems.
- Proven expertise with LLMs (e.g., OpenAI, GPT-4) and LangChain / AutoGen / Agentic AI design.
- Proficiency in Python, Scikit-learn, PyTorch/TensorFlow, Spacy, HuggingFace Transformers.
- Strong knowledge of Azure Cloud – including Azure ML, Azure Functions, Azure DevOps.
- Experience with MLOps tools like MLflow, Azure ML pipelines, or Kubeflow.
- Familiarity with vector databases (e.g., FAISS, Pinecone).
- Experience deploying models into production-scale environments.
We offer flexible work arrangements, career growth, and access to top-tier tools and cloud platforms. This is an opportunity to lead GenAI and Agentic AI initiatives for mortgage automation and make a significant impact on legacy loan operations through AI.
BenefitsOur company values innovation and creativity, and we encourage our employees to think outside the box and develop novel solutions to complex problems. If you are passionate about leveraging AI to drive business value and are looking for a challenging and rewarding role, please consider applying.
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