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Senior AI Infrastructure Engineer

2 months ago

Ann Arbor, Michigan, United States KLA-Tencor Full time
Job Summary

We are seeking a highly skilled Senior AI Infrastructure Engineer to join our team at KLA-Tencor. As a key member of our Information Technology group, you will be responsible for designing and implementing advanced AI/ML infrastructure solutions that enhance the efficiency of our skilled ML teams.

Key Responsibilities
  • Identify and resolve infrastructure gaps to ensure reliable, efficient, and scalable solutions
  • Develop advanced AI/ML infrastructure solutions that enhance the efficiency of our skilled ML teams
  • Design and implement solutions for critical areas, including distributed storage systems, scheduling systems, high availability capabilities, and core reliability issues within our large-scale GPU clusters
  • Monitor and optimize the performance of our AI/ML infrastructure, ensuring high availability, scalability, and efficient resource utilization
  • Develop and deploy automation tools, monitoring solutions, and operational strategies to streamline infrastructure management and reduce manual tasks
  • Work with various teams, including ML developers, data engineers, and DevOps professionals, to create a cohesive and integrated AI/ML infrastructure ecosystem
  • Implement and manage GPU infrastructure within Kubernetes clusters to support high-performance computing and AI/ML tasks
  • Deploy and manage open-source GenAI components, such as vector databases and various AI/ML models, ensuring seamless integration and optimal performance
  • Evaluate and integrate new open-source GenAI tools and technologies to enhance the platform's capabilities
  • Collaborate with the research and development teams to implement and optimize innovative AI/ML models and algorithms
  • Ensure the security and compliance of open-source GenAI components within the infrastructure
Requirements

To be successful in this role, you will need:

  • Strong experience in designing and implementing AI/ML infrastructure solutions
  • Proficiency in cloud infrastructure management and automation tools
  • Excellent problem-solving skills and ability to work in a fast-paced environment
  • Strong communication and collaboration skills
  • Experience with open-source GenAI tools and technologies
About KLA-Tencor

KLA-Tencor is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. We invent systems and solutions for the manufacturing of wafers and reticles, integrated circuits, packaging, printed circuit boards, and flat panel displays. Our expert teams of physicists, engineers, data scientists, and problem-solvers work together with the world's leading technology providers to accelerate the delivery of tomorrow's electronic devices.