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Collabera Linkedin · Posted yesterday

AI Engineer

Charlotte

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Indexed description

AI Developer - Document Intelligence & Validation

Location: Charlotte, NC (3days in hybrid model)
Duration: 12+ Months Contract (Potential Extension)
Payrate range: $70-80/hr
Interview Process: (need local candidates for F2F interviews)


Job Summary

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.

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