Accelintjobboardtest
Machine Learning Engineer
Remote (United States) · Contract
Work authorization requiredDetected 11 days ago
PythonVector DatabasesCI/CDMachine LearningPyTorchData ScienceNLPLLMsRAGMLOpsCybersecurity
About the role
- This role is contingent upon contract funding.
- Lyntris is a defense technology company that connects sensing to action across the connected battlespace.
- Process and analyze complex technical corpora, including engineering manuals, specifications, technical reports, drawings, tables, and figures.
Responsibilities
- Lyntris moves faster than the traditional defense cycle - with integrated design, build and test capabilities in-house - and delivers systems that sustain and endure long after initial fielding.
- In this role, you will build and optimize pipelines that transform complex technical documentation into structured, machine-actionable knowledge.
- Duties & Responsibilities Design, develop, and maintain NLP pipelines for technical and structured document understanding, including information extraction, summarization, semantic search, and question answering.
- Build and optimize LLM-powered applications using transformer-based models, including fine-tuning, prompt engineering, and retrieval-augmented generation (RAG) architectures.
Requirements
- 2-4 years of experience building NLP pipelines for technical or structured document understanding, including extraction, summarization, semantic search, and question answering.
- Experience processing complex technical documentation such as engineering manuals, specifications, technical artifacts, tables, and figures.
- Experience deploying and maintaining production-scale NLP or LLM applications.
- Familiarity with vector databases, embedding models, and semantic retrieval systems.
- Experience with document parsing, OCR, layout-aware models, or multimodal document understanding.
- Experience working with engineering, manufacturing, aerospace, defense, or other highly technical datasets.
- Knowledge of MLOps practices, model monitoring, CI/CD pipelines, and cloud-based AI infrastructure.
Benefits
- We are seeking an experienced Machine Learning Engineer / NLP Engineer to develop intelligent document understanding solutions powered by modern natural language processing (NLP) and large language models (LLMs).
Company info
- Combining differentiated hardware, software and mission expertise, Lyntris helps customers sense threats, make sense of complex conditions and act with greater speed, precision and confidence in contested environments.
Visa & Work Authorization
- national security clearance or be able to receive and maintain one
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