AI Staff Engineer
Core
Build AI agents, automations, and MCP server integrations embedded within business operations to reason, plan, and act on consumer behavior data.
Role type
Staff Engineer (Forward Deployed Engineer)
Builds
AI agents, deterministic automations, MCP servers, and enterprise system integrations
Domain
Consumer packaged goods, retail, and market analytics
Deliverable
production ML models
Required skills
Python, agentic coding tools, context management, prompt design, tool design, API integration, cloud platform workloads, SQL, TypeScript
Preferred skills
Agent orchestration frameworks (Google ADK, LangGraph, Microsoft Agent Framework), React, workflow orchestration (Airflow), evaluation and observability tooling
Technologies
GCP Vertex AI, Azure AI Foundry, Anthropic, Google, OpenAI, MCP, A2A, OpenAPI, OAuth 2.0, Claude Code
Responsibilities
Embed with domain experts to resolve ambiguity, decide between automation/agent/person, build agents end-to-end, integrate with enterprise systems, maintain evaluation sets and debug from traces, automate development loops
Seniority
Staff, hands-on IC with strategic impact
