Senior AIOps Engineer - Remote, Scale AI in Production

Porch.com; United States; Remote; USD 140.000 - 190.000; Vollzeit

Zusammenfassung

Porch Group in the United States is seeking a Senior AIOps Engineer I to ensure AI/ML systems are reliable, observable, and cost-efficient in production. You will partner with product managers, platform engineers, data scientists, and ML engineers to ship AI features safely on Kubernetes (GKE) and Google Cloud Platform.

You'll own monitoring, deployment pipelines, incident response, and build infrastructure with tools like Union Cloud, BentoML, Feast, and BigQuery, while contributing to cost

Qualifikationen

• 4+ years in software engineering or production operations.
• Experience with Kubernetes and major cloud platforms.
• Focus on reliability, observability, and cost efficiency in AI/ML services.

Aufgaben

• Own production reliability for AI/ML services with SLOs/SLIs.
• Design monitoring, logging, and alerting for models and data pipelines.
• Improve CI/CD and deployment processes for AI services.
• Deploy and manage AI infrastructure including LLM gateways and RAG platforms.
• Lead on-call rotations and post-incident reviews.
• Develop production-grade Python services on Kubernetes with best practices.

Kenntnisse

Python

Kubernetes

CI/CD

Observability

SRE/DevOps

Cost optimization

Data analysis

Tools

Union Cloud

BentoML

Feast

Datadog

BigQuery

GCP

Terraform

Jobbeschreibung

Porch Group in the United States is seeking a Senior AIOps Engineer I to ensure AI/ML systems are reliable, observable, and cost-efficient in production. You will partner with product managers, platform engineers, data scientists, and ML engineers to ship AI features safely on Kubernetes (GKE) and Google Cloud Platform.

You'll own monitoring, deployment pipelines, incident response, and build infrastructure with tools like Union Cloud, BentoML, Feast, and BigQuery, while contributing to cost