Senior Platform Engineer (AI Focused)
Core
Design, build, and operate AI-assisted capabilities within platform-owned infrastructure and developer tooling, embedding AI into systems that power software delivery.
Role type
Senior IC platform engineer (AI/ML focus)
Builds
Production-grade AI-assisted workflows, MCP servers, LLM gateways, and automated diagnostics for developer tooling.
Domain
Cloud infrastructure (AWS) + Generative AI/LLM operations
Deliverable
production ML models | product features
Required skills
Kubernetes (EKS), GitOps (Argo CD), CI/CD (GitHub Actions), Infrastructure as Code (Terraform, Helm, Kustomize), Python, Go, Observability (SLOs, error budgets), MCP server design, Agentic AI workflows, FinOps
Preferred skills
LLM gateway/router patterns, RAG implementation, Human-in-the-loop validation, AI-assisted development tools
Technologies
AWS EKS, Argo CD, GitHub Actions, Terraform, Helm, Kustomize, Datadog, Python, Go, MCP, LLM Gateways
Responsibilities
Design and build MCP servers exposing platform capabilities to AI agents; Design structured agentic workflows for incident triage and deployment validation; Operationalize LLM-based features including structured prompting and evaluation harnesses; Design and evolve GitOps-based continuous delivery and Kubernetes infrastructure; Strengthen observability and reliability with SLOs and automation; Instrument platform cost signals and build FinOps automation.
Seniority
Senior, hands-on IC