AppLab Systems, Inc
AI Developer � Document Intelligence & Validation
Skills
17 days ago
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Important information
Contract type:
Freelance / Contract
Location:
Charlotte, NC, USA
Work mode:
Onsite
Published on:
4 October 2026
What they need
Job Title : AI Developer - Document Intelligence & Validation Job Location : Charlotte, NC - Onsite (3 Days onsite mandatory) Job Duration : 6 month(s)+ (Contract) Role Summary The AI Developer will design, build, and optimize document ingestion, extraction, validation, and comparison capabilities to modernize Middle Office authorization workflows.
This role focuses on handson delivery of AI models, confidence scoring, exception handling, and system integrations.
Key Responsibilities
- Build document ingestion and classification pipelines for Authorization Certificates and nonstandard documents
- Implement document scraping / templatebased extraction for structured forms
- Develop AI/LLMbased extraction for unstructured and semistructured documents
- Generate fieldlevel and recordlevel confidence scores
- Implement AI comparison logic:
- Extracted data vs source document
- Postload verification between Contact Master and source docs
Required Skills & Experience
- 3-6+ years in AI/ML or Intelligent Automation
- Handson experience with: Document AI / IDP platforms (OCR, PDF parsing) based extraction, Confidence scoring, rule-based validation, semantic or fuzzy comparison, API integration
Strong Skills In
- Python (Langchain, Pydantic, Langgraph)
- REST APIs / microservices
- JSON/XML schema mapping & Kafka
- Experience with confidence scoring and validation logic
- Familiarity with workflow platforms
- Understanding of PII handling, model explainability, and audit controls
Nice To Have
- Financial services or regulated industry experience
- BOT integration for downstream systems
- Experience with Alfresco, ServiceView
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