Automate Mortgage Loan Processing Workflows as AI Engineer

6 days ago

Tiruchi, Tamil Nadu, India beBeeArtificialIntelligence Full time ₹ 1,50,00,000 - ₹ 2,10,00,000

As a seasoned AI Engineer, you will play a pivotal role in automating mortgage loan processing workflows using cutting-edge technologies like cloud-native MLOps and advanced AI/LLM orchestration tools.

About the Role

We are seeking a skilled professional with deep hands-on experience in ML, NLP, LLMs, GenAI, and Agentic AI to join our team focused on transforming legacy loan operations through AI.

Key Responsibilities
  • Pipeline Development: Design and implement ML/NLP/GenAI pipelines for automating loan origination, underwriting, and document intelligence processes.
  • Model Deployment: Develop and deploy LLM-based solutions using tools like Ollama, OpenAI, HuggingFace, and integrate via LangChain or similar frameworks.
  • Agentic AI Systems: 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-Tuning Models: Fine-tune domain-specific LLMs and embeddings for intelligent document classification, summarization, and question answering.
  • MLOps Workflows: Develop end-to-end MLOps workflows for scalable training, testing, and monitoring of models.
  • Azure Integration: Deploy AI models and microservices using Azure (Azure ML, Functions, Blob Storage, App Services).
  • Collaboration: Work with cross-functional teams to ensure compliance, explainability, and effectiveness of AI solutions.

Requirements

  • Hands-on experience in ML, NLP, LLMs, GenAI, and Agentic AI.
  • Strong understanding of US mortgage or lending workflows.
  • Experience with OCR, document intelligence tools.
  • Exposure to Agentic AI concepts such as autonomous agents, planning, memory chaining.
  • Knowledge of privacy and compliance frameworks (HIPAA, SOC2) in AI deployments.

Benefits

  • 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.

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