ML Infra & MLOps Engineer for AI Compute

graphcore; Bristol; Hybrid; GBP 70,000 - 110,000; Full time

Benefits offered by this job

Flexible working

Private medical insurance

Pension (matched)

Parental leave

Job summary

Graphcore, Bristol, is expanding its Software Infrastructure team to scale and manage our AI compute platforms. You will build essential tools, enhance build/test/deploy processes, and support ML software components within a distributed HPC environment.

You will work with Kubernetes, Docker, Terraform, and IaC practices to enable reliable delivery across our software teams, while integrating observability and ML orchestration tools.

Qualifications

• Proficiency in Python and Linux environments.
• Experience with cloud services (AWS) and CI/CD concepts.
• Strong understanding of ML applications and ML tooling.
• Knowledge of Infrastructure as Code concepts and tools (Terraform/OpenTofu).
• Familiarity with distributed systems, HPC, and software build/deploy pipelines.

Responsibilities

• Develop, own, and maintain tools and services to support AI research and engineering teams.
• Deploy and maintain services with Kubernetes and Docker.
• Manage our Cloud Infrastructure using Terraform and related IaC tools.

Skills

Python

AWS

Linux

CI/CD

ML applications

Go/Java/C++

Tools

Docker

Kubernetes

Terraform

OpenTofu

GitHub Actions

Prometheus

Grafana

NV Ray

KFP

SkyPilot

DCGM

Job description

Graphcore, Bristol, is expanding its Software Infrastructure team to scale and manage our AI compute platforms. You will build essential tools, enhance build/test/deploy processes, and support ML software components within a distributed HPC environment.

You will work with Kubernetes, Docker, Terraform, and IaC practices to enable reliable delivery across our software teams, while integrating observability and ML orchestration tools.