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Applied AI Engineer — LLM​/NLP Training Systems

Job in Huntsville, Madison County, Alabama, 35824, USA
Listing for: Ingenix Technologies LLC
Full Time, Apprenticeship/Internship position
Listed on 2026-07-17
Job specializations:
  • Software Development
    AI Engineer (Applied/Software), Machine Learning/ ML Engineer
Salary/Wage Range or Industry Benchmark: 120000 - 170000 USD Yearly USD 120000.00 170000.00 YEAR
Job Description & How to Apply Below
Position: Applied AI Engineer — LLM/NLP for Training Systems

Applied AI Engineer — LLM/NLP for Training Systems

Huntsville, AL (Hybrid) Full-Time Ability to obtain a Secret clearance required

Develop AI-enabled tools that transform technical manuals, procedures, and training content into structured workflows and interactive training assets. You'll work with LLMs, NLP, retrieval, and task extraction techniques to help convert complex source material into usable training system content.

What you’ll do
  • Develop software tools for extracting tasks, procedures, entities, requirements, and decision logic from technical documents
  • Build LLM, NLP, and retrieval-augmented workflows for working with manuals, procedures, and training content
  • Design data structures such as task graphs, step sequences, checklists, and instruction templates
  • Evaluate model outputs for accuracy, traceability, consistency, and usefulness to training system developers
  • Integrate AI-generated outputs into simulation, XR, or software training pipelines
  • Document model behavior, assumptions, limitations, and human-review requirements
What we’re looking for
  • Experience building applied AI, NLP, or LLM-enabled software in Python
  • Familiarity with retrieval-augmented generation, document processing, information extraction, or text classification
  • Ability to evaluate AI outputs carefully and design workflows that keep humans in the loop
  • Strong software engineering fundamentals and ability to work with structured and unstructured data
  • US Citizenship and ability to obtain a Secret clearance
Nice to have
  • Experience with technical manuals, military training content, maintenance procedures, or instructional systems
  • Familiarity with Lang Chain, Llama Index, vector databases, embeddings, OCR, or document parsing tools
  • Experience building knowledge graphs, task graphs, workflow engines, or structured content pipelines
  • Experience with defense, aerospace, training systems, or digital engineering applications
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