OCR Project Lead - US Mortgage Residential Loans

Company Profile:

Infinity IPS Founded in 2003, Infinity IPS is a mortgage industry leader in providing end-to-end services and solutions. We specialize in mortgage due diligence, pre-fund and post-close quality control, mortgage servicing reviews and loan brokering services. We are vetted by all 5 major rating agencies and hold 3rd position in due diligence market share for RMBS securitization. Our clients are financial entities including investment banks, commercial banks, mortgage companies, government agencies and mortgage insurers.

Post OCR Project Lead - US Mortgage Residential Loans - Work from Office

Job Summary:

Lead and drive the design, development, and deployment of advanced OCR, AI/ML, and GenAI solutions for the classification and extraction of residential mortgage loan data-including seasoned, NQM, and QM loans.Harness large language models and generative AI to automate complex processes, ensuring accuracy, efficiency, and compliance in mortgage operations.

Key Responsibilities:

• Oversee end-to-end delivery of

  AI-powered OCR solutions

  for U.S. mortgage document classification and data extraction, ensuring

  high accuracy and automation

  for residential loans.
• Design and implement

  LLM/GenAI pipelines

  to automate

  document ingestion, classification, extraction, and validation

  across various loan types including

  seasoned, Non-QM (NQM), and QM loans

  .
• Collaborate with

  underwriting, compliance, and IT teams

  to integrate AI workflows into

  enterprise mortgage systems

  , ensuring seamless adoption and scalability.
• Lead

  data scientists, ML engineers, and business analysts

  through the full

  project lifecycle

  from requirements gathering to deployment and scaling of production-grade AI solutions.
• Ensure stable operation of

  document intelligence platforms

  , utilizing

  NLP/NLU tools

  for unstructured data extraction and

  quality control

  .
• Define and monitor

  key performance indicators (KPIs)

  for AI models; implement

  continuous improvement

  strategies through real-world feedback, error analysis, and retraining cycles.
• Manage

  project timelines, deliverables, and stakeholder communications

  while ensuring adherence to

  budgets, ethical standards, and regulatory frameworks

  .
• Oversee

  AI-based risk assessment, compliance automation, and model validation

  processes to meet current

  mortgage regulatory requirements

  .
• Continuously

  research and recommend next-generation AI tools

  and frameworks to enhance

  loan data management

  and drive

  operational excellence

  .

Desired Skills & Experience:

• Proven experience (5+ years preferred) in leading

  OCR, AI/ML, and GenAI projects

  in the

  U.S. mortgage lending domain

  , including deployment of LLM-based document processing systems.
• Deep hands-on expertise in

  Machine Learning, NLP/NLU, and Transformer-based LLMs

  , with practical knowledge of

  OpenAI, AWS Bedrock, Google Cloud GenAI

  , and similar platforms.
• Strong understanding of

  U.S. residential mortgage products

  , especially

  seasoned

  ,

  Non-Qualified Mortgage (NQM)

  , and

  Qualified Mortgage (QM)

  workflows.
• Expertise in

  AI-based classification and data extraction

  pipeline integration with

  mortgage origination, underwriting, and compliance systems

  .
• Solid background in

  project management

  , including

  team leadership

  ,

  cross-functional coordination

  , and aligning

  technical AI solutions with business objectives

  .
• Experience in developing

  model validation protocols

  , implementing

  compliance checks

  , and adhering to

  data security

  and

  privacy standards

  in regulated environments.
• Strong

  communication

  ,

  analytical

  , and

  problem-solving

  skills to effectively drive AI/ML initiatives in a business-critical setting.

Preferred Qualifications:

• Bachelor's or Master's degree

  in Computer Science, Engineering, Data Science, or a related technical field.

• Project management certification

  such as PMP, Scrum Master, or equivalent (preferred but not mandatory).
• Hands-on experience with

  enterprise-grade OCR platforms

  and

  cloud-based AI/ML workflows

  (e.g., AWS, Azure, GCP).
• Solid understanding of

  U.S. mortgage regulatory standards

  , including guidelines from:

• CFPB

  (Consumer Financial Protection Bureau)

• Fannie Mae

• Freddie Mac