Forward Deployed AI & Data (FDAID) Engineer
Core
Build and maintain high-velocity data pipelines and automated AI workflows to eliminate operational bottlenecks and automate core business processes within sales, marketing, and delivery teams.
Role type
Senior Forward Deployed AI & Data Engineer (Data Engineering & Applied AI)
Builds
Centralized BigQuery Medallion Architecture data streams, n8n workflow orchestration, and localized RAG systems for real-time decision support.
Domain
Enterprise Translation Management / Data Engineering & Applied AI
Deliverable
production ML models | product features
Required skills
Advanced SQL, Google BigQuery, n8n workflow orchestration, REST API integration, Large Language Model (LLM) deployment, Retrieval-Augmented Generation (RAG), vector databases, Python, JavaScript
Preferred skills
Multi-model agentic framework tools, automated prompt chaining, token cost optimization, self-healing routine architecture
Technologies
Google BigQuery, n8n, Google Agent Platform (Vertex), Vector Databases, REST APIs, Python, JavaScript
Responsibilities
Model data streams into a centralized BigQuery Medallion Architecture; Build and optimize complex conditional logic workflows in n8n; Architect custom webhooks and REST API integrations; Construct automated prompt chains combining n8n and Google Agent Platform; Deploy localized RAG systems using historical operational data; Build resilient error-handling and automated self-healing routines inside n8n.
Seniority
Senior, hands-on IC