Senior AI Engineer
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Role details
Tech stack
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Job description
Aperio Global is seeking an AI Engineers across multiple experience levels to support our AI & Emerging Technologies (AI&ET) mission. Engineers at all levels will work closely with mission stakeholders to capture requirements, aid in structured planning, and improve the certification process by introducing AI/ML tooling.
You will use AI/ML to develop tools and techniques - including fine-tuning Large Language Models (LLMs) - that assist in enhanced vulnerability identification and mitigation capabilities. This role sits at the intersection of applied AI research and national security, deploying cutting-edge tooling within classified secure enclaves.
Mission Focus:
- Design, develop, and maintain LLM orchestration frameworks that coordinate static analyzers, retrieval-augmented generation (RAG) systems, and automated testing pipelines
- Develop and optimize data preprocessing pipelines to ingest, clean, transform, and vectorize product documentation, source code, and test results for LLM consumption
- Design and implement database solutions to support RAG architectures, artifact storage, audit trails, and metadata management
Technical Proficiency:
- Collaborate with systems engineers to architect and deploy networked AI tools within secure enclaves
- Conduct performance profiling, optimization, and scalability analysis of mission systems
- Support security assessments and Authority to Operate (ATO) processes
- Collaborate closely with technical leadership on system design decisions and roadmap planning, The AI & Emerging Technologies (AI&ET) team is at the forefront of applying artificial intelligence to national security challenges. Our engineers work in a fast-paced, collaborative environment on problems that directly impact mission outcomes. We value intellectual curiosity, technical depth, and a commitment to responsible AI development.
Requirements
- Bachelor’s degree plus 5 years (SWE2) or 8 years (SWE3) of relevant experience, or equivalent
- Proficiency in Python, LLM integration, and data engineering
- Experience with static analyzers and RAG frameworks
- Experience with both relational and vector databases
- Familiarity with Agile methodologies, Git, Jira, and Confluence
- Active TS/SCI + Polygraph
Nice to Have:
- Familiarity with Rust
- Experience with Claude Code or OpenAI Codex
- CI/CD pipeline design and maintenance
- Hands-on experience deploying AI tools within classified or air-gapped environments
- Performance profiling and scalability optimization in networked AI systems
Benefits & conditions
We offer competitive pay, comprehensive benefits, retirement savings with company match, generous paid time off, and professional development. We invest in our people because great missions require great teams., At Aperio Global, we understand the value of investing in our most important asset-our employees. That’s why we have crafted a comprehensive benefits package designed to help you make the best decision for yourself, your family and your lifestyle. For additional details, contact our talent acquisition team.
- Health Care Plan (Medical, Dental & Vision)
- Retirement Plan (401k, IRA) with 100% employer match up to 6%
- Life Insurance (Basic, Voluntary & AD&D)
- Paid Time Off (Vacation, Sick & Public Holidays)
- Short Term & Long Term Disability
- Professional Development
- (and much more)
About the company
At Aperio Global, we bring together experts in cybersecurity, AI, data analytics, and cloud technologies to solve complex national security challenges. We focus on work where our expertise creates the greatest impact.
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