Symmetry Systems
Applied AI Engineer
Seattle HQ
Sponsorship not specifiedDetected 271 days ago
PythonNode.jsFastAPIVector DatabasesLLMsAgentic AIAI OrchestrationResearchCollaboration
About the role
- ABOUT SYMMETRY We're solving one of the biggest challenges in modern AI workflows: fragmented context.
- Today, project knowledge is scattered across conversations, tools, and docs-forcing teams to spend more time steering AI than actually getting work done.
- Symmetry brings context, continuity, and observability to AI-powered work, enabling teams to ship faster, work smarter, and maximize productivity across their existing AI stack.
Skills
- Deep understanding of retrieval architectures-embeddings, vector databases, hybrid or graph-based search, and caching strategies.
- Experience with LLM orchestration frameworks like LangChain, LlamaIndex, or custom-built agent systems.
- Familiarity with prompt engineering and multi-step reasoning-designing structured flows that balance quality, latency, and cost.
- Exposure to fine-tuning or adapter training (LoRA, PEFT) and how to integrate tuned models into retrieval pipelines.
- Ability to work end-to-end-backend (FastAPI, Node) to quick front-end demos or dashboards for testing and iteration.
- fragmented context.
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