Key skills
AWSCloudGrafanaKubernetesLinuxPrometheusPythonTerraformBashMachine LearningMLflowCloudWatchGitGitOpsSaaSCI/CDCommunication
About this role
Role Overview
- Maintain and operate a cloud infrastructure platform to support a SaaS software product
- Maintain a Machine Learning experiment and development environment infrastructure
- Work with internal teams to monitor and deploy production, development, and research environments
- Improve and maintain good practice and processes for deployment, security, and reliability at scale.
- Operate and maintain the cloud infrastructure deployed within our AWS environment
- Gitops deployments of software
- CI/CD pipelines
- Maintaining and monitoring Kubernetes clusters
- Security maintenance and best practice implementation
- Support internal teams with solutions for their deployment and infrastructure requirements
Requirements
- 2+ years of industry experience in applied DevOps
- Strong written and verbal communication skills
- Strong proficiency with Linux operating systems
- Experience of cloud providers (AWS preferred) including cost monitoring and management
- Expert Git skills
- Maintaining CI/CD pipelines
- Monitoring and logging frameworks (Cloudwatch/Cloudtrail, Prometheus, Grafana etc)
- Experience working with Kubernetes in a live production environment
- Experience of GitOps working methodology and deployment strategies in a live production environment
- Experience with IaC tooling at scale, terraform/opentofu preferred
- Ability to use scripting languages for complex operations, e.g. bash
- Understanding of software deployment and ability read and understand python code.
- Experience with Machine Learning model management e.g. model registries, packaging, and deployment
- Experience with Machine Learning model training infrastructure and logging (MLFlow preferred)
- Experience working with validated software platforms with strict versioned release cycles
- Experience producing maintainable, testable, documented, and production-grade code.
Tech Stack
- AWS
- Cloud
- Grafana
- Kubernetes
- Linux
- Prometheus
- Python
- Terraform
Benefits
- A comprehensive benefits package that includes an annual bonus plan, private medical insurance, life insurance, and a contributory pension scheme
- 25 days annual leave, plus bank holidays and enhanced maternity leave
- A diverse work environment that brings together experts in many fields, including software engineering, devops, data science, machine learning, quality assurance, regulatory affairs, and clinical operations.