Ingénieur logiciel chez Octasic, concevant l’infrastructure d’automatisation et d’observabilité V&V. Soutien aux systèmes sans fil et embarqués critiques via CI/CD, télémétrie et validation.
About the role
- AI Infrastructure Engineer building scalable AWS AI/ML platforms for Capgemini Engineering. Supporting distributed LLM training, inference, and cloud-native deployment.
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, and cost efficiency across cloud environments
- Implement containerized and cloud-native solutions using Kubernetes, Docker, and Infrastructure-as-Code practices
- Collaborate with AI engineers and data scientists to enable reliable, high-performance model development and deployment pipelines
- Monitor, troubleshoot, and improve platform reliability, scalability, and operational excellence
- Evaluate and implement emerging AI infrastructure technologies for future business and technology initiatives
Requirements
- 5+ years in Cloud, Data, or AI Infrastructure
- Experience supporting large-scale AI/ML training workloads in AWS environments
- Exposure to Trainium or Inferentia is highly preferred
- Experience with AWS Trainium, Inferentia, EC2 Trn instances, and AWS Neuron SDK for AI model training and inference
- Strong understanding of LLMs, 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
- Paid time off based on employee grade: vacation 12–25 days, company-paid 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
- Other benefits as provided by local policy and eligibility
- Variable incentives, bonuses, or commissions may be available depending on the position and applicable laws
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