Starfish Storage is an established company building AI-native solutions for managing large-scale unstructured data in research, life sciences, artificial intelligence, and other demanding environments. The AI Development & Support Engineer will build MCP servers, intelligent agents, local LLM deployments, and workflow interfaces for storage infrastructure while supporting customers with installation, configuration, troubleshooting, and technical integrations.

Responsibilities:

Build and expand MCP servers that expose Starfish's data management capabilities to LLM-powered workflows
Develop intelligent agents that can reason over storage metadata at scale including local LLM deployment and configuration using vLLM, Ollama, or similar
Create workflow automation and chat-based interfaces for querying and acting on Starfish data
Build proof-of-concept implementations and turn them into production-grade features
Support customers through installation, configuration, and troubleshooting of AI features and integrations
Get on calls with technical teams, understand their use cases, and translate requirements into working agents
Document what you learn so the next person doesn't have to figure it out from scratch

AI Development & Support Engineer

Key skills

About this role

Responsibilities: