1 day ago
Remote, Canada or Toronto, CanadaSenior
Base Salary
$72k - $139k/yr
Responsibilities
- Develop and manage cloud-native infrastructure for large-scale ML workloads on Kubernetes.
- Implement and operate Volcano and Kueue batch scheduling solutions for GPU and compute resources.
- Build and maintain CI/CD pipelines for ML services, infrastructure, and platform components.
- Manage and optimize Kubernetes environments, including production workloads on AWS EKS and other cloud platforms.
- Lead and support infrastructure modernization and migration initiatives.
- Partner with data scientists, ML engineers, and software engineers to productionize machine learning solutions.
- Implement observability, monitoring, and alerting for distributed systems and GPU clusters.
- Ensure platform reliability, security, scalability, and operational excellence.
- Troubleshoot distributed systems and performance bottlenecks across infrastructure and ML workloads.
Requirements
- Strong experience with Kubernetes and large-scale workload orchestration.
- Hands-on experience with Kubernetes batch schedulers such as Volcano and Kueue.
- Understanding of distributed systems, containerization technologies, cloud-native architectures, and microservices-based platforms.
- Experience managing workloads on Kubernetes platforms such as AWS EKS.
- Proven experience delivering and supporting infrastructure migration projects.
- Strong programming skills in Python or Golang.
- Experience with infrastructure-as-code and deployment tools including Terraform and Helm.
- Experience designing and maintaining CI/CD pipelines using GitHub Actions, Jenkins, GitLab CI/CD, or Azure DevOps.
- Strong Linux systems administration and troubleshooting skills.
- Experience building observability solutions using Prometheus and Grafana.
- Understanding of ML lifecycle management, model deployment, and production operations.
Benefits
- Fully remote anywhere in Canada.
- Paid time off, including 12-25 vacation days depending on employee grade, company holidays, personal days, and sick leave.
- Medical, dental, and vision coverage, or provincial healthcare coordination in Canada.
- Retirement savings plans, including RRSP in Canada.
- Life and disability insurance.
- Employee assistance programs.
- Additional benefits based on local policy and eligibility.
Categories
About Capgemini
Capgemini is a global IT services and consulting firm that delivers strategy, cloud, AI, software engineering, and managed services to large enterprises and public-sector clients. Founded in 1967 and headquartered in Paris, it is publicly traded on Euronext Paris and operates in 50+ countries. The group expanded its engineering capabilities by acquiring Altran in 2020, now operating as Capgemini Engineering.