Artificial Intelligence Engineer
RaYnmaker
full-time
Posted on:
Location Type: Hybrid
Location: McLean • Virginia • United States
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Salary
💰 $135,000 - $175,000 per year
About the role
- Design and optimize production-grade RAG systems
- Build ranking, scoring, and routing models for live inference
- Architect tool-calling flows, agent memory, and multi-turn reasoning
- Optimize token usage, caching, and cost-performance tradeoffs
- Maintain and enrich vector knowledge bases
- Build real-time and batch pipelines for ingestion, training, and inference
- Deploy and monitor reinforcement learning systems
- Build and maintain ML APIs and microservices using Docker and Kubernetes
- Support streaming interaction layers including voice and WebSockets
- Collaborate cross-functionally on platform-wide architecture and data contracts
Requirements
- 7+ years of experience in ML, AI, or data engineering roles
- Expert-level Python for backend, ML workflows, and orchestration
- Experience with modern LLM frameworks such as LangChain or LangGraph
- Deep knowledge of vector databases and retrieval systems
- Production experience with reinforcement learning
- Comfort with distributed systems, Docker, and Kubernetes
- Experience building and maintaining streaming or real-time pipelines
- A track record of shipping complex systems that work in production
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
Pythonmachine learningartificial intelligencereinforcement learningvector databasesLLM frameworksreal-time pipelinesbatch pipelinesmicroservicesorchestration
Soft Skills
collaborationcross-functional teamwork