
Highly Skilled AI Engineer for Advanced Loan Automation
12 hours ago
We are seeking a highly skilled AI Engineer with extensive hands-on experience in Machine Learning, NLP, and LLMs to join our technology team focused on automating US mortgage loan processing workflows.
- 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, HuggingFace, and integrate via LangChain or similar frameworks.
- Build and orchestrate Agentic AI systems (e.g., using LangChain Agents, AutoGen, 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).
This role involves designing intelligent, scalable solutions using cloud-native MLOps and advanced AI/LLM orchestration tools on Azure. The ideal candidate will have strong technical skills, excellent problem-solving abilities, and the ability to work collaboratively as part of a cross-functional team.
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 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.
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