Design and build a centralized big-data platform for AI agents with persistent memory. Architect the unified memory model, ingestion layer, and retrieval layer. Take the platform from prototype to production fast.
Key Highlights
Key Responsibilities
Technical Skills Required
Benefits & Perks
Job Description
About Leorna
Leorna is an early-stage startup building a centralized big-data platform that gives AI agents persistent, long-term "forever" memory โ ingesting data from everywhere and turning it into context agents can recall across sessions, sources, and time. We're moving fast toward funding and go-to-market.
This is a hands-on role: you'll architect the platform AND build it. You own how the whole memory system fits together, and you write the code that brings it to life.
What you'll do
โข Architect the unified memory model โ combining vector (semantic), graph/knowledge-graph (relational), and temporal/episodic memory into one coherent platform.
โข Design and build the ingestion layer that reliably pulls data from many heterogeneous sources (apps, APIs, files, streams).
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โข Build the retrieval layer that gets the right memory to the right agent at the right moment, within context-window and latency limits.
โข Decide how agents store, recall, summarize, consolidate, and forget over time.
โข Stand up evals and quality for memory (recall precision/recall, latency, cost); prevent context pollution and hallucination.
โข Architect for scale, multi-tenancy, security, and privacy of persistent, sensitive memory.
โข Take the platform from prototype to production fast, making pragmatic build-vs-buy calls across the stack.
What we're looking for
โข Strong systems architecture AND hands-on engineering โ you design it and you ship it.
โข Experience building large-scale distributed data or AI systems in production.
โข Familiarity with the agent-memory landscape (e.g., Letta/MemGPT, Mem0, Zep, Cognee, Graphiti) and the stores behind it (Neo4j/Neptune, Qdrant/Pinecone/pgvector, PostgreSQL).
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โข Comfort moving fast with incomplete information and taking founding-level ownership.
โข You use AI tools daily and hold a current Claude or OpenAI Codex subscription (required).
Compensation & logistics
โข Equity only right now (no cash before we close funding); cash salary plus additional equity once funding closes.
โข Fully remote.
โข High dedication, fast pace โ we're racing to funding and market.
To apply, please answer the screening questions below โ they help us quickly assess fit.
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