Senior AI Ops Engineer - Infrastructure
Core
Build AI-driven infrastructure operations pipelines that ingest telemetry, train anomaly detection models, and automate remediation for compute, network, and storage environments.
Role type
Senior IC AI Ops Engineer (Infrastructure)
Builds
Real-time anomaly detection systems, automated remediation workflows, and infrastructure topology graphs for a regulated financial institution.
Domain
Financial Services / Infrastructure Operations / Machine Learning
Deliverable
production ML models
Required skills
Python, Go, unsupervised ML (isolation forests, autoencoders, LSTMs), infrastructure-as-code (Terraform, Ansible), Kubernetes operators, operational automation with rollback, regulated environment experience
Preferred skills
Model-driven capacity management, guard-railed automation design, evaluation frameworks for operational AI, topology graph design, model governance partnership
Technologies
TensorFlow, PyTorch, scikit-learn, Terraform, Ansible, Kubernetes, Moogsoft, BigPanda, Dynatrace
Responsibilities
Build high-throughput ingestion pipelines for infrastructure telemetry; train and tune unsupervised models for anomaly detection; design event correlation logic to reduce alert volume; write and test remediation automation with kill-switches; monitor models and automations in production.
Seniority
Senior, hands-on IC
