
Intelligent Systems Specialist
2 days ago
Automate Mortgage Workflows with Intelligent Systems
">We're seeking a skilled Artificial Intelligence Engineer to join our team focused on revolutionizing mortgage loan processing workflows through automation.
This role involves designing intelligent, scalable solutions using cloud-native MLOps and advanced AI orchestration tools on Azure.
The key responsibilities include:
- Designing and implementing ML/NLP/GenAI pipelines for automating loan origination, underwriting, and document intelligence processes.
- Developing and deploying LLM-based solutions using tools like Ollama, OpenAI, HuggingFace, and integrating via LangChain or similar frameworks.
- Building and orchestrating Agentic AI systems (e.g., using LangChain Agents, AutoGen, CrewAI) to enable autonomous decision-making, task planning, and loan-processing agents.
- Fine-tuning domain-specific LLMs and embeddings for intelligent document classification, summarization, and question answering.
- Developing end-to-end MLOps workflows for scalable training, testing, and monitoring of models.
- Deploying AI models and microservices using Azure (Azure ML, Functions, Blob Storage, App Services).
- Working with cross-functional teams to ensure compliance, explainability, and effectiveness of AI solutions.
- Leveraging prompt engineering, RAG (Retrieval-Augmented Generation), and vector stores for contextual mortgage document workflows.
You will be required to have:
- 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).
- Experience deploying models into production-scale environments.
We offer:
- Opportunity to lead GenAI and Agentic AI initiatives for mortgage automation.
- Access to top-tier tools, frameworks, and cloud platforms.
- Remote flexibility and career growth in an innovation-first team.
- Impactful work transforming legacy loan operations through AI.
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