1 day ago
Remote, Canada or Toronto, CanadaSenior
Responsibilities
- Design, deploy, and manage scalable AI/ML infrastructure on AWS using Trainium, Inferentia, SageMaker, and EKS.
- Support distributed model training, inference, and deployment for large language models and generative AI applications.
- Optimize AI workload performance, resource utilization, benchmarking, and cloud cost efficiency.
- Implement containerized, cloud-native solutions using Kubernetes, Docker, and infrastructure-as-code practices.
- Collaborate with AI engineers and data scientists to enable model development and deployment pipelines.
- Monitor, troubleshoot, and improve platform reliability, scalability, and operational excellence.
- Evaluate emerging AI infrastructure technologies and support migration from GPU-based environments to AWS AI accelerators.
Requirements
- 5+ years of experience in cloud, data, or AI infrastructure.
- Experience supporting large-scale AI/ML training workloads in AWS environments.
- Experience with AWS Trainium, Inferentia, EC2 Trn instances, and the AWS Neuron SDK is required or highly preferred as specified.
- Strong understanding of large language models, generative AI, distributed training, and AI/ML infrastructure.
- Hands-on experience with Kubernetes, EKS, Docker, Python, PyTorch, and cloud-native architecture.
- Experience in AI performance optimization, benchmarking, and migration from GPU-based environments to AWS AI accelerators.
Benefits
- Remote work in Canada.
- Comprehensive benefits package for regular, full-time employees, including paid time off, vacation, 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 and employee assistance programs.
- The role may include additional variable compensation, bonuses, or commissions, subject to applicable plans and laws.
Tech Stack
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.