Infrastructure and MLOps Engineer
Salary not listed • Bristol, UK • Full-time
Posted 5mo ago
This job has been open for more than 60 days. It may no longer be actively hiring, so check with the company before putting a lot into an application.
About the job
Join our dynamic Software Infrastructure team and take a pivotal role in scaling and managing our infrastructure. You will develop essential tools and services that empower our broader software team. Your contributions will enhance the build, test, deployment, and productisation processes of our Machine Learning Software components. Work with our High-Performance Computing (HPC) AI platforms and gain invaluable experience in distributed systems. The Software Infrastructure team provides critical platforms and services for software development teams across the business, managing the CI platform and services, build engineering, component integration, and packaging and release systems.
Responsibilities
- Develop, own, and maintain tools and services to support AI research and engineering teams.
- Deploy and maintain services with Kubernetes and Docker.
- Manage cloud infrastructure using tools such as Terraform.
Requirements
- Knowledge of Python.
- Familiarity with cloud services (e.g. AWS).
- Experience managing or developing in Linux environments.
- Understanding of CI/CD principles.
- Experience using Kubernetes (k8s).
- Experience maintaining machine learning applications, deploying ML orchestration tools (e.g. NV Ray, KFP, SkyPilot), or managing ML accelerator hardware (e.g. DCGM).
- Experience with Infrastructure as Code (IaC) tools (e.g. Terraform/OpenTofu).
- Experience with GitHub Actions.
- Experience with modern observability tooling (e.g. Prometheus).
- Experience with Grafana.
- Knowledge of Go/Java/C++ (or similar language).
Benefits
- Competitive salary
- Flexible working
- Generous annual leave policy
- Private medical insurance and health cash plan
- Dental plan
- Pension (matched up to 5%)
- Life assurance
- Income protection
- Generous parental leave policy
- Employee assistance programme
- Healthy food and snacks at office
- Barista bar