Senior Platform Engineer for AI Infrastructure
CARFAX • london, Canada
Role Description
Elevate your career with CARFAX as a Senior Platform Engineer focused on ML Infrastructure. Help design and scale cloud-native infrastructure for Large Language Models in a cutting-edge role.
As a pivotal member of CARFAX's platform team, you will design, scale, and operate key components of the AI infrastructure. You'll bring expertise in Kubernetes and cloud technologies to enhance the performance, security, and reliability of our innovative solutions. This challenging role engages you in ML workflow orchestration, observability, and security compliance while addressing the unique challenges posed by LLM workloads.
Key Responsibilities:
• Architect the infrastructure for LLM training and inference
• Implement advanced Kubernetes autoscaling strategies
• Optimize ML pipeline infrastructure for reliability
• Develop robust CI/CD and GitOps workflows
• Ensure observability and performance health of the platform
Requirements:
• 7+ years in DevOps or Platform En...
As a pivotal member of CARFAX's platform team, you will design, scale, and operate key components of the AI infrastructure. You'll bring expertise in Kubernetes and cloud technologies to enhance the performance, security, and reliability of our innovative solutions. This challenging role engages you in ML workflow orchestration, observability, and security compliance while addressing the unique challenges posed by LLM workloads.
Key Responsibilities:
• Architect the infrastructure for LLM training and inference
• Implement advanced Kubernetes autoscaling strategies
• Optimize ML pipeline infrastructure for reliability
• Develop robust CI/CD and GitOps workflows
• Ensure observability and performance health of the platform
Requirements:
• 7+ years in DevOps or Platform En...