AI Platform Context Lead

Agile Engine
Houston, TX
Job Description
Role Overview

We are looking for an AI Platform Context Lead to build the context and knowledge layer behind an enterprise AI ecosystem. The role combines knowledge-graph design, semantic retrieval, RAG, and agent integrations across Slack, Google Workspace, Glean, and AI assistants.

What You Will Do

- Design, curate, and continuously improve the company context and knowledge graph that grounds search and agent responses, managing schema, coverage, freshness, and retrieval quality as an ongoing responsibility rather than a one-time build, with a stated accuracy and efficiency baseline that improves over time.

Why It Might Be a Fit

MUST HAVES - 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, not merely queried one that someone else built.

Requirements

  • 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, not merely queried one that someone else built
  • Demonstrated experience building production-quality AI agents, skills, or integrations using MCP, function calling, RAG, and enterprise search
  • Can distinguish 'wrong retrieval' from 'right retrieval, missing context' in an eval trace, and prioritize fixes by business impact
  • Hands-on experience administering or engineering enterprise SaaS, search, or AI platforms (e.g., Slack, Google Workspace, Glean, Claude, ChatGPT)
  • Strong systems-administration background, including identity/access management, configuration, monitoring, and incident response
  • Experience working across multiple business functions, with the ability to turn 'what should we ask before we start' into a checklist others can use unsupervised
  • Strong troubleshooting, technical writing, and stakeholder-communication skills, with the ability to lead through influence without direct authority
  • Upper-intermediate English level

Benefits

  • Professional growth: Accelerate your professional journey with mentorship, TechTalks, and personalized growth roadmaps
  • Competitive compensation: We match your ever-growing skills, talent, and contributions with competitive USD-based compensation and budgets for education, fitness, and team activities
  • A selection of exciting projects: Join projects with modern solutions development and top-tier clients that include Fortune 500 enterprises and leading product brands
  • Flextime: Tailor your schedule for an optimal work-life balance, by having the options of working from home and going to the office – whatever makes you the happiest and most productive
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