Senior AI Ops Engineer - Infrastructure
Core
Build and operate high-throughput pipelines ingesting infrastructure telemetry to train unsupervised and time-series models for anomaly detection, capacity modeling, and event correlation in production environments.
Role type
Senior IC AI Ops Engineer (Infrastructure)
Builds
AIOps feature store, dynamic service/infrastructure topology graphs, and automated remediation pipelines with safety controls.
Domain
Infrastructure operations, Cloud/On-prem platforms, AIOps
Deliverable
production ML models
Required skills
Python, Go, Terraform, Ansible, Kubernetes, PyTorch, TensorFlow, scikit-learn, Infrastructure-as-Code, Orchestration tools, Topology graph management, Model governance
Preferred skills
Enterprise AIOps platforms (Moogsoft, BigPanda, Dynatrace), CMDB integration, NodeJS
Technologies
AI, Ansible, Cloud, CMDB, Dynatrace, Kubernetes, Network, PyTorch, Python, Security, TensorFlow, Terraform, NodeJS, DevOps
Responsibilities
Build and operate high-throughput pipelines ingesting infrastructure telemetry; Train, validate, and tune unsupervised and time-series models for anomaly detection; Develop dynamic service and infrastructure topology graphs; Develop, test, and version infrastructure remediation automation with rollback and kill switches; Monitor models and automation in production and participate in on-call rotation.
Seniority
Senior, hands-on IC
