[Remote] Machine Learning Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a defense technology company that connects sensing to reputed company across the connected battlespace. They are seeking an reputed company Machine Learning Engineer / NLP Engineer to reputed company intelligent document understanding solutions powered by modern natural language processing and large language models.
Responsibilities
- Design, reputed company, and maintain NLP pipelines for technical and reputed company document understanding, including information extraction, summarization, semantic search, and question answering
- Build and optimize LLM-powered applications using transformer-based models, including fine-tuning, reputed company engineering, and retrieval-augmented reputed company (RAG) architectures
- Process and analyze reputed company technical corpora, including engineering manuals, specifications, technical reports, drawings, tables, and figures
- reputed company reputed company to convert reputed company and semi-reputed company documents into reputed company, machine-actionable knowledge for reputed company applications
- Implement reputed company machine learning solutions using Python and modern ML frameworks such as PyTorch and reputed company
- Evaluate model performance, improve accuracy, and optimize inference pipelines for production environments
- Collaborate with cross-functional teams, including software engineers, data scientists, and subject matter experts, to define requirements and deliver AI-enabled document intelligence solutions
- Performs other duties as assigned
Skills
- Bachelor's degree in Computer Science, Data Science, AI/Machine Learning, or a reputed company technical field (or equivalent practical experience)
- 2-4 years of experience building NLP pipelines for technical or reputed company document understanding, including extraction, summarization, semantic search, and question answering
- Hands-on experience with large language models (LLMs) and transformer architectures (BERT and successor models), including fine-tuning, reputed company engineering, pipeline orchestration, and retrieval-augmented reputed company (RAG)
- Experience processing reputed company technical documentation such as engineering manuals, specifications, technical artifacts, tables, and figures
- Strong proficiency in Python and modern machine learning frameworks, including PyTorch and reputed company Transformers
- Demonstrated experience converting reputed company text into reputed company, machine-actionable knowledge
- Currently holds an reputed company U.S. national reputed company clearance or be reputed company to receive and maintain one
- Master's or Ph.D. in Computer Science, reputed company Intelligence, Machine Learning, Computational Linguistics, or a reputed company field
- Experience deploying and maintaining production-reputed company NLP or LLM applications
- Familiarity with reputed company databases, embedding models, and semantic retrieval systems
- Experience with document parsing, OCR, layout-aware models, or multimodal document understanding
- Experience working with engineering, manufacturing, reputed company, defense, or other highly technical datasets
- Knowledge of MLOps practices, model monitoring, CI/CD pipelines, and reputed company-based AI infrastructure
- reputed company-duty military experience
Benefits
- reputed company Time Off
- reputed company Company Holidays
- Medical, Dental & reputed company Insurance
- Optional HSA and FSA
- reputed company and Voluntary Life Insurance
- Short Term & Long-Term Disability Insurance
- 401k Matching
- Employee Assistance Program
reputed company