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AI Engineer

Collabera

AI Developer – Document Intelligence & Validation

We are seeking an experienced AI Developer with expertise in Document Intelligence, OCR, and Large Language Models (LLMs) to build intelligent document processing solutions for a large financial services organization. In this role, you will develop AI-powered pipelines that automate document ingestion, data extraction, validation, confidence scoring, and document comparison for critical business workflows.

The ideal candidate will have hands-on experience with Python, Document AI/IDP platforms, LLM, LangGraph, and REST API development, along with a strong understanding of document processing and AI model integration.

Responsibilities
  • Design and develop intelligent document ingestion and classification pipelines for structured, semi-structured, and unstructured documents.
  • Build OCR and AI-powered data extraction solutions using Document AI/IDP technologies.
  • Develop LLM-based extraction workflows using Python frameworks such as LLM and LangGraph.
  • Implement field-level and record-level confidence scoring for extracted data.
  • Create business validation rules and exception handling to ensure high-quality data.
  • Develop document comparison logic to validate extracted information against source documents and existing enterprise records.
  • Build and maintain RESTful APIs and microservices supporting document processing workflows.
  • Integrate AI services with enterprise applications using REST APIs, Kafka, JSON, and XML.
  • Collaborate with business stakeholders, architects, and engineering teams to deliver scalable AI solutions.
  • Ensure compliance with data privacy, audit, and regulatory requirements, including secure handling of sensitive information.
Required Qualifications
  • 3–6+ years of experience in AI/ML, Intelligent Automation, or Document Intelligence.
  • Strong programming experience with Python.
  • Hands-on experience with LLM, LangGraph, and Pydantic.
  • Experience working with OCR or Intelligent Document Processing (IDP) platforms such as:
    • Azure AI Document Intelligence (Form Recognizer)
    • Document AI
    • Amazon Textract
    • ABBYY
    • Tesseract OCR
  • Experience extracting information from PDF, scanned, and image-based documents.
  • Experience implementing confidence scoring, validation logic, and exception handling.
  • Strong knowledge of REST APIs, microservices, JSON, and XML.
  • Experience with Kafka or other messaging technologies.
  • Understanding of semantic search, fuzzy matching, or AI-based document comparison techniques.
  • Familiarity with workflow automation platforms and enterprise integrations.
Preferred Qualifications
  • Experience in Banking, Financial Services, Insurance, or other highly regulated industries.
  • Experience with document comparison, record reconciliation, and data validation.
  • Knowledge of PII handling, model explainability, governance, and audit controls.
  • Experience integrating AI solutions with downstream enterprise systems.
  • Exposure to platforms such as Alfresco or ServiceView.

The Company offers the following benefits for this position, subject to applicable eligibility requirements: medical insurance, dental insurance, vision insurance, 401(k) retirement plan, life insurance, long-term disability insurance, short-term disability insurance, paid parking/public transportation, paid time off, paid sick and safe time, hours of paid vacation time, weeks of paid parental leave, and paid holidays annually – as applicable.

Vacancy posted 4 days ago
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