Job Description & How to Apply Below
We are seeking a skilled AI Engineer with deep hands-on experience in ML, NLP, LLMs, GenAI, and Agentic AI to join our technology team focused on automating US mortgage loan processing workflows. This role involves designing intelligent, scalable solutions using cloud-native MLOps and advanced AI/LLM orchestration tools on Azure.
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 Ollama, OpenAI, Hugging Face, and integrate via Lang Chain or similar frameworks.
Build and orchestrate Agentic AI systems (e.g., using Lang Chain Agents, Auto Gen, 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).
Work with cross-functional teams to ensure compliance, explainability, and effectiveness of AI solutions.
Leverage prompt engineering, RAG (Retrieval-Augmented Generation), and vector stores for contextual mortgage document workflows.
Required
Skills & Qualifications
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 Lang Chain / Auto Gen / Agentic AI design.
Proficiency in Python, Scikit-learn, PyTorch/Tensor Flow, Spacy, Hugging Face Transformers.
Strong knowledge of Azure Cloud – including Azure ML, Azure Functions, Azure Dev Ops.
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.
Nice to Have
Understanding of US mortgage or lending workflows (1003, 1008, bank statements, etc.).
Experience with OCR, document intelligence tools (Azure Form Recognizer, Amazon Textract).
Exposure to Agentic AI concepts such as autonomous agents, planning, memory chaining.
Knowledge of privacy and compliance frameworks (HIPAA, SOC2) in AI deployments.
What 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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