Applied AI Engineer
Core
Design, prototype, and ship production-grade agentic workflows and AI-powered capabilities for internal communications curation, design, delivery, measurement, and orchestration.
Role type
Senior IC Applied AI Engineer (Agentic Workflows & Infrastructure)
Builds
Agentic workflows, evaluation harnesses, and AI infrastructure on AWS EKS.
Domain
SaaS, AI/LLM, Cloud Infrastructure
Deliverable
production ML models
Required skills
Fullstack development (Ruby on Rails, Vue.js), Infrastructure as Code (Terraform, Terragrunt), AWS (EKS, IAM, VPC), LLM system design, Agentic orchestration, Evaluation metrics, RAG architectures, Cost optimization, Prompt engineering
Preferred skills
Kubernetes, Amazon Bedrock, Email ecosystem experience, AI coding agents
Technologies
Ruby on Rails, Vue.js, Amazon Bedrock, AWS, EKS, Terraform, Terragrunt, Sidekiq, MySQL, PostgreSQL, Argo CD, Karpenter
Responsibilities
Build agentic workflows and orchestration patterns; Own evaluation harnesses and automated grading; Build and maintain AI infrastructure on EKS; Instrument reliability, cost, and safety metrics; Manage prompts and model configurations as code; Ensure data residency and trust compliance; Execute experiments and iterate on model configurations.
Seniority
Senior, hands-on IC
