AI & Automation Engineer
Core
An embedded practitioner who assesses, redesigns, and transforms complex manual operational processes into intelligent, automated systems using deterministic automation, agentic AI, and LLMs.
Role type
Senior IC AI & Automation Engineer
Builds
Scalable event-driven intelligence systems, AI-generated narrative communication, and interactive feedback loops for operational workflows.
Domain
Enterprise Analytics / Operational Automation / LLMs
Deliverable
production ML models
Required skills
Agentic workflow design, LLM integration with structured data, event-driven architecture, RAG implementation, process mapping and redesign, prompt engineering, system evaluation and guardrails, semantic modeling
Preferred skills
Context engineering, natural language query (NLQ) design, mentoring, technical direction setting
Technologies
LLMs, RAG, semantic layers, data warehouses, APIs
Responsibilities
Assess and redesign operational processes to determine the right mix of automation and AI; Design and deploy event-driven intelligence systems replacing manual reporting; Build AI-generated narrative and push communication systems; Develop interactive feedback loops for AI-surfaced signals; Automate routine operational notifications end-to-end; Integrate LLMs with semantic data models for natural language data interrogation; Build and maintain prompt frameworks and guardrails; Define patterns for AI-enabled systems; Guide team members in designing AI-enabled systems; Engage business leaders to drive adoption of solutions.
Seniority
Senior, hands-on IC
