Production Agent Infrastructure Engineer (Onsite SF)

Matter Intelligence; San Francisco (CA); In loco; USD 185.000 - 245.000; Tempo pieno

Vantaggi offerti da questo lavoro

Health, dental, and vision coverage

Equity package

Competitive compensation

Descrizione del lavoro

Matter Intelligence seeks an Agent Infrastructure Engineer in San Francisco to build production systems turning physics-informed and general-purpose AI into secure, evidence-backed intelligence and action. You will collaborate across agent runtimes, memory, tools, and human approval with research, platform, product, design, and evaluation teams.

This role focuses on durable execution, RAG/memory patterns, provenance, and scalable, reusable components that support ongoing AI deployments with

Competenze

• Experience building production agent infrastructure, applied-AI platforms, workflow engines, distributed systems, or complex AI products.
• Strong hands‑on software engineering skills across architecture, APIs, stateful services, databases, asynchronous execution, testing, debugging, and production operations.
• Practical experience with LLMs, VLMs, multimodal systems, RAG, memory, tool use, model routing, structured generation, and common agent failure modes.
• Experience building systems with security, permissions, data isolation, auditability, and human approval requirements.
• Sound product judgment and the ability to explain uncertain system behavior precisely across technical and non‑technical teams.

Mansioni

• Build and operate a production agent runtime that composes physics-informed models, LLMs, VLMs, world models, scientific code, data services, and deterministic business rules through stable interfaces.
• Design durable execution with state, planning, tool selection, retries, timeouts, cancellation, checkpoints, provenance, human approval, and recovery.
• Build retrieval, RAG, memory, and indexing patterns that respect tenancy, permissions, freshness, versioning, retention, and evidence lineage.
• Create evidence-first outputs that distinguish source data, model inference, system-generated synthesis, user input, and unresolved uncertainty.
• Integrate continuous evaluation across task success, groundedness, scientific validity, safety, latency, cost, and human intervention.
• Partner with product, design, AI platform, Signal and Evaluation, and Telemetry teams to create reusable APIs, tools, and human-in-the-loop workflows without one‑off orchestration.

Conoscenze

Agent infrastructure

Applied AI platforms

LLMs & VLMs

Security & data isolation

Strumenti

APIs

RAG tooling

Descrizione del lavoro

Matter Intelligence seeks an Agent Infrastructure Engineer in San Francisco to build production systems turning physics-informed and general-purpose AI into secure, evidence-backed intelligence and action. You will collaborate across agent runtimes, memory, tools, and human approval with research, platform, product, design, and evaluation teams.

This role focuses on durable execution, RAG/memory patterns, provenance, and scalable, reusable components that support ongoing AI deployments with