
Advanced AI Solutions Developer
1 day ago
We are seeking an experienced Senior AI Engineer to lead the development of intelligent solutions using cloud-native MLOps and advanced AI/LLM orchestration tools on Azure.
This role involves designing scalable, secure solutions for automating complex workflows in the US mortgage loan processing industry.
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, 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).
- 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:
- 7+ 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.
About This Opportunity:
As a Senior AI Engineer, you will have the opportunity to work on cutting-edge projects that drive innovation in the mortgage loan processing industry. You will be part of a talented team that is passionate about leveraging AI to improve business outcomes.
What We Offer:
- A competitive salary and benefits package.
- Ongoing training and professional development opportunities.
- A collaborative and dynamic work environment.
- The chance to work on challenging and rewarding projects.
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