AI Platform Context Architect & Retrieval Lead

AgileEngine, LLC.; Baltimore (MD); Hybrid; USD 150,000 - 210,000; Full time

Benefits offered by this job

Professional growth

Competitive USD-based compensation

A selection of exciting projects

Flextime

Job summary

AgileEngine, LLC. is seeking an AI Platform Context Lead to build the knowledge graph and grounding for an enterprise AI ecosystem. The role combines knowledge-graph design, semantic retrieval, RAG, and agent integrations across Slack, Google Workspace, Glean, and AI assistants.

You will improve answer quality through evaluation, governance, and reusable self-service patterns. You will design, test, and maintain AI agents, skills, prompts, and workflows while ensuring scalability, security, and

Qualifications

• 6+ years of experience in development roles with hands-on experience as a Tech Lead.
• Has designed and/or owned a knowledge graph or enterprise context/retrieval architecture end to end.
• Demonstrated experience building production-quality AI agents, skills, or integrations using MCP, function calling, RAG, and enterprise search.
• Hands-on experience administering or engineering enterprise SaaS, search, or AI platforms (e.g., Slack, Google Workspace, Glean, Claude, ChatGPT).

Responsibilities

• Design and evolve the knowledge graph that grounds search and agent responses, with ongoing quality improvements.
• Review outputs to catch missing or wrong context and translate findings into prioritized fixes.
• Collaborate with subject-matter experts to design, build, test, and maintain AI agents, skills, prompts, and workflows.
• Decide whether a need is solved by a skill, workflow, connector, or knowledge-grounding and implement accordingly.
• Translate platform strategy into technical designs and production-ready capabilities.

Skills

Tech Lead

Knowledge graph

MCP

RAG

Enterprise search

Slack

Google Workspace

Glean

Identity/access management

Incident response

Stakeholder communication

Tools

Slack

Google Workspace

Glean

Claude

ChatGPT

Job description

AgileEngine, LLC. is seeking an AI Platform Context Lead to build the knowledge graph and grounding for an enterprise AI ecosystem. The role combines knowledge-graph design, semantic retrieval, RAG, and agent integrations across Slack, Google Workspace, Glean, and AI assistants.

You will improve answer quality through evaluation, governance, and reusable self-service patterns. You will design, test, and maintain AI agents, skills, prompts, and workflows while ensuring scalability, security, and