Generative AI & RAG Engineer
- Source: LinkedIn
- Synectics for Management Decisions, Inc
- Remote
- Washington
- Full-Time
- Mid level
Job Description
We’re looking for a Generative AI & RAG Engineer with experience with large scale enterprise data platforms for a government agency located in the Washington DC metro area. This is a remote position; however, staff may be required to report onsite periodically based on client and business requirements. Position is contingent upon contract award. Overview: Engineers secure, agentic AI pipelines and LLM solutions to search policy, legal, and operational catalogs securely.
Key Responsibilities
- Architect and fine-tune Retrieval-Augmented Generation (RAG) pipelines over multi-thousand-page maritime regulatory documents.
- Deploy autonomous AI agents inside secure guardrails to automate cross-referencing of legal, financial, and logistical catalogs.
- Develop custom prompts, evaluate token efficiencies, and integrate secure APIs with GenAI.mil and platform-level infrastructure.
Required Qualifications
- 4+ years developing production-grade NLP architectures and embedding models.
- Deep experience with vector databases (e.g., Pinecone, Milvus, Chroma) and framework toolkits like LangChain or LlamaIndex.
- Clear understanding of LLM security vulnerabilities, prompt injection mitigation, and automated filtering safeguards.
Additional Requirements Must be able to pass a federal background investigation prior to starting work and maintain eligibility throughout the engagement.
Salary range for this position is $145,000.00 - $180,000.00
Work Authorization: Government customer requires U.S. citizenship to work on the program. Candidates must be authorized to work in the United States.
Synectics is an equal opportunity employer. Salary: $145000.00 - $180000.00 per year
Skills
- guardrails
- Milvus
- chroma
- LangChain
- LlamaIndex
