ML Ops Engineer
Contract / Full-time
Own the ML infrastructure and training pipelines that power SOMA AMI™ — from LLM fine-tuning to reinforcement learning from human and AI feedback.
Build the decision plane for AI agents
Memrail is building SOMA AMI™ — the decision plane for AI agents. Deterministic context assembly, policy gates, and auditable traces. We're hiring engineers who want to make agent behavior reproducible in production.
Open Roles
Cognition Engineer — Agent Architecture
Contract / Full-time
Own agent architecture on top of Memrail's decision plane — designing how agents perceive, deliberate, and act under deterministic context + policy constraints.
Cognition Engineer — Memory Systems & EMUs
Contract / Full-time
Build the substrate layer of artificial cognition: how state/events become executable memory (EMUs), how triggers stay reachable, and how behavior stays auditable over time.
Cognition Engineer — Cognitive Runtime Operations
Contract / Full-time
Own the runtime behavior of cognition: how EMUs execute, how tools are invoked, how latency/cost are controlled, and how incidents are detected and mitigated.
What We're Building
- Decision Plane Runtime — EMU runtime, trigger reachability, policy compilation, deterministic activation, idempotency.
- SDK & Integrations — Python-first SDK plus integrations for LangGraph, n8n, LlamaIndex, and custom orchestrators.
- Tracing & Replay — Decision traces, diffable replays, and debugging tools for cognitive systems in production.
Interested? Email careers@memrail.com