Implementing and maintaining RAG pipelines, including document processing, embedding generation, retrieval configuration, and prompt assembly
Integrating LLMs into applications using available APIs and frameworks
Developing and maintaining REST API interactions to support data retrieval and system integration
Deploying and maintaining self-hosted LLMs
Red teaming of LLM alignment
What You Must Have
Active TS/SCI with ability to obtain a Polygraph Clearance
Minimum 8 years of experience with a Bachelor's degree; or 7 years of experience with a Masters degree; or 6 years of experience with a Doctorate
Demonstrated ability to conduct independent technical research, evaluate emerging AI/ML approaches, and apply advanced analytical problem-solving comparable to PhD-level research environments
Ability to rapidly learn and apply new AI/ML methodologies, tools, and frameworks in support of evolving mission requirements
Experience developing AI/ML applications focused on Retrieval-Augmented Generation (RAG), semantic retrieval, LLM integration, or related AI workflows
Strong proficiency in Python and modern AI/ML libraries, frameworks, and API integrations
What Would be Nice to Have
Advanced research experience in machine learning, deep learning, natural language processing, generative AI, reinforcement learning, computer vision, or related disciplines.
Experience publishing research, contributing to open-source AI/ML initiatives, or leading experimental and prototype development efforts.
Familiarity with model evaluation frameworks, fine-tuning workflows, inference optimization, and AI observability/monitoring tools.
Experience with vector databases, AWS/cloud environments, Docker, and containerized AI/ML development workflows.
Experience designing and integrating REST APIs and scalable data architectures.
Pay Range: At GRVTY, we understand that compensation is influenced by many factors-such as geographic location, federal contract labor categories, wage rates, prior experience, skillsets, education, and certifications. We're proud to offer a work environment that empowers our team to achieve a strong work-life balance. GRVTY provides competitive pay, comprehensive benefits, and meaningful opportunities for professional growth. Our benefits package is designed to support the well-being of our employees and their families, and includes coverage in areas such as healthcare, financial wellness, retirement planning, family assistance, continued education, and paid time off.
The pay range for this position is: $175,000 - $225,000
Numbers & Facts
Location
Sterling, VA
Salary
$175,000–$225,000 Per Year
Skills
Amazon Web Services (AWS)unmatched
Analysis Skillsunmatched
Application Programming Interface (API)unmatched
Artificial Intelligence (AI)unmatched
Computer Visionunmatched
Data Recoveryunmatched
Deep Learningunmatched
Dockerunmatched
Federal Contractsunmatched
Machine Learningunmatched
Natural Language Processing (NLP)unmatched
Open Sourceunmatched
Problem Solving Skillsunmatched
Prototypingunmatched
Python Programming/Scripting Languageunmatched
REST (Representational State Transfer)unmatched
Reinforcement Learningunmatched
Research Skillsunmatched
Sensitive Compartmented Information (SCI)unmatched
System Integration (SI)unmatched
Technical Researchunmatched
Top Secret Clearanceunmatched
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