AI Transformation Engineer
Core
Build production LLM systems, APIs, and automations to drive 30-60 day transformation sprints across departments, focusing on retrieval, answer drafting, routing, and evaluation on live data.
Role type
Senior IC AI Transformation Engineer
Builds
Production LLM workflows, APIs, integrations, and data pipelines for internal departmental use
Domain
Enterprise AI, Agentic Marketing, Workflow Automation
Deliverable
production ML models
Required skills
Production LLM workflows (n8n), API design, Python/TypeScript, Vector databases (Qdrant, pgvector), LLM evals, PII handling, Autonomous agent design
Preferred skills
MCP servers, CRM systems (Salesforce, HubSpot), Data engineering/ETL, Internal tool building, Mentoring
Technologies
n8n, Python, TypeScript, Anthropic, OpenAI, Google, Qdrant, pgvector, Salesforce, HubSpot, Snowflake
Responsibilities
Build and run production LLM workflows with retrieval and routing; Design integration patterns connecting CRM and operational systems; Define evals and quality thresholds for LLM output; Pair-build with embedded teams to enable knowledge transfer; Architect data flows for automation and AI decisions
Seniority
Senior, hands-on IC
