AI Developer – Document Intelligence & Validation
HMG America LLCAbout the role
Role : AI Developer – Document Intelligence & Validation
Location - Charlotte - 3 Days onsite mandatory
Duration : Long term w2 contract only
AI Developer – Document Intelligence & Validation
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 hands‑on delivery of AI models, confidence scoring, exception handling, and system integrations.
Required Skills & Experience:
- 3–6+ years in AI/ML or Intelligent Automation
- Hands‑on 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
Responsibilities
- Design, build, and optimize document ingestion, extraction, validation, and comparison capabilities
- Focus on hands-on delivery of AI models, confidence scoring, exception handling, and system integrations
Qualifications
- 3–6+ years in AI/ML or Intelligent Automation
- Hands-on experience with Document AI / IDP platforms
- Strong skills in Python, REST APIs, JSON/XML schema mapping, and Kafka
Skills mentioned
About HMG America LLC
HMG America LLC is best in IT Solutions, Staff Augmentation, Training and Research and other Professional Services. HMG aims to provide innovative, incessant, end-to-end and beyond expectation support and services. We are recognized for our quality and on-time delivery of services.