AI Infrastructure Engineer

AMAXFremont, CA
Onsite

About The Position

Design, build, and operate on-prem infrastructure that behaves like a cloud environment for internal teams, including AI/ML workloads. Own datacenter and infrastructure operations: compute, storage, networking, and the automation layered on top. Build and maintain Infrastructure-as-Code using Terraform (Terragrunt), Ansible, etc. Deploy, secure, and operate our HashiCorp stack (Vault, Boundary) alongside identity/access via Keycloak. Build and maintain observability with Prometheus, Grafana, and Alertmanager. Deploy and manage containerized workloads via Docker and Kubernetes. Design and maintain networking infrastructure: VLANs, routing, firewall rules, and load balancers. Write scripts/tools (and contribute code where useful) to automate operational toil. Provide general datacenter support for customers colocated in the HostMax datacenter — things like cabling, hardware swaps, rack/stack work, and basic troubleshooting. Participate in business-hours (M-F) on-call rotation for customer and infrastructure support. Participate in an SDLC/Scrum-based workflow, using Jira and Confluence for planning and documentation. Help define standards, runbooks, and best practices as the team grows. Development and deployment of AI infrastructure workloads on-prem (GPU scheduling, model serving infra, self-hosted AI tooling, etc.).

Requirements

  • Solid experience with Infrastructure-as-Code and Configuration-as-Code
  • Real-world on-prem/datacenter operations experience — this is explicitly not a cloud-native (AWS/GCP/Azure) role, though the environment is designed to feel cloud-like
  • Working knowledge of networking fundamentals: VLANs, routing, firewalls, and load balancers
  • Hands-on experience with containerization and orchestration (Docker, Kubernetes)
  • Proficiency with Git and standard version control workflows
  • Development/scripting skills sufficient to build internal tooling and automation (not just run existing playbooks)
  • Comfort with hands-on datacenter/hardware work (cabling, rack/stack, hardware troubleshooting) in addition to infra engineering

Responsibilities

  • Design, build, and operate on-prem infrastructure that behaves like a cloud environment for internal teams, including AI/ML workloads
  • Own datacenter and infrastructure operations: compute, storage, networking, and the automation layered on top
  • Build and maintain Infrastructure-as-Code using Terraform (Terragrunt), Ansible, etc.
  • Deploy, secure, and operate our HashiCorp stack (Vault, Boundary) alongside identity/access via Keycloak
  • Build and maintain observability with Prometheus, Grafana, and Alertmanager
  • Deploy and manage containerized workloads via Docker and Kubernetes
  • Design and maintain networking infrastructure: VLANs, routing, firewall rules, and load balancers
  • Write scripts/tools (and contribute code where useful) to automate operational toil
  • Provide general datacenter support for customers colocated in the HostMax datacenter — things like cabling, hardware swaps, rack/stack work, and basic troubleshooting
  • Participate in business-hours (M-F) on-call rotation for customer and infrastructure support
  • Participate in an SDLC/Scrum-based workflow, using Jira and Confluence for planning and documentation
  • Help define standards, runbooks, and best practices as the team grows
  • Development and deployment of AI infrastructure workloads on-prem (GPU scheduling, model serving infra, self-hosted AI tooling, etc.)

Benefits

  • Medical Insurance
  • Dental Insurance
  • Vision Insurance
  • 401(k)
  • Flexible spending account
  • Commuter benefits
  • Disability insurance
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