
Mortgage Loan Automation Expert
2 days ago
A Senior AI Developer with extensive expertise in Machine Learning, Natural Language Processing, and Large Language Models is needed to join our team focused on automating mortgage loan processing workflows.
This role involves designing intelligent solutions using cloud-native MLOps and advanced AI/LLM orchestration tools on Azure. You will be responsible for developing and deploying Large Language Model-based solutions using tools like Ollama, OpenAI, HuggingFace, and integrating via LangChain or similar frameworks.
- Design and implement Machine Learning/Natural Language Processing/Agentic AI pipelines for automating loan origination, underwriting, and document intelligence processes.
- Develop and deploy Large Language Model-based solutions for automating loan-processing workflows.
- Build and orchestrate Agentic AI systems (e.g., using LangChain Agents, AutoGen, CrewAI) to enable autonomous decision-making, task planning, and loan-processing agents.
You will work closely with cross-functional teams to ensure compliance, explainability, and effectiveness of AI solutions. Your expertise in prompt engineering, RAG (Retrieval-Augmented Generation), and vector stores will help drive contextual mortgage document workflows forward.
- 5+ years of hands-on experience in Machine Learning, NLP, or LLM-based systems.
- Proven expertise with LLMs (e.g., OpenAI, Ollama, GPT-4, Mistral) 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, Weaviate).
Key Responsibilities: This is an opportunity to lead GenAI and Agentic AI initiatives for mortgage automation, working with top-tier tools, frameworks, and cloud platforms. As a member of our innovation-first team, you will have remote flexibility and career growth opportunities while making a meaningful impact on transforming legacy loan operations through AI.
Requirements- A degree in Computer Science or related field.
- 5+ years of hands-on experience in Machine Learning, NLP, or LLM-based systems.
- Proven expertise with LLMs (e.g., OpenAI, Ollama, GPT-4, Mistral) and LangChain / AutoGen / Agentic AI design.
Bonus Points: Familiarity with other programming languages such as Java, C++, or JavaScript; experience with containerization using Docker; knowledge of Agile development methodologies.
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