Forward Deployed AI Engineer

The Role
The Forward Deployed AI Engineer will work directly with clients and senior engineers to build AI-powered systems inside real enterprise environments. This role is ideal for a strong junior engineer who wants to work on practical AI systems, enterprise data, agents, retrieval, workflow automation, and context graphs. You will help connect to client systems, process messy real-world data, build prototypes, and turn business problems into working software.

The work is hands-on and client-facing:
• Understand operational workflows and convert them into technical artifacts.
• Connect to real enterprise systems and data sources.
• Build context-aware AI agents, retrieval systems, and automation prototypes.
• Help move the best prototypes toward reliable production deployments.

Requirements

Build context graphs. Help ingest, clean, structure, and connect data from enterprise systems into context graph. This may include structured databases, PDFs, spreadsheets, tickets, CRM data, analytics events, Slack or Teams exports, meeting transcripts, operational workflows, and other internal knowledge sources.

Develop AI and agentic workflows. Build AI pipelines and agent-based systems that can reason over enterprise context, identify patterns, surface workflow gaps, and suggest or trigger automations. This may involve LLMs, retrieval systems, structured extraction,